Automatic detection of niche in Visium HD data using SpatialNiche
Hasan Al Reza
14 October, 2025
- Load the required libraries
- Part I: Data input & processing and initialization of SpatialNiche list containing barcodes and images tibble
- Part II: Adding dconvolution information to SpatialNiche barcodes tibble
- Part III: Creating niche information
- Part IV: Visualizing niche results
- Part V: Calculating distance information
- Part VI: Save the SpatialNiche files
This vignette outlines the steps of inference, analysis and visualization of niche for a Visium HD spatial dataset using SpatialNiche. We showcase SpatialNiche’s diverse functionalities by applying it to a Visium HD data on cells from Lymphangioleiomyomatosis (LAM, diseased) human lung from a patient.
SpatialNiche requires raw Visium HD spaceranger output and optionally processed gene expression data of cells/bins from Seurat objects as the user input and models the niche based on a specific cell type or gene expression.
Upon infering the niche, SpatialNichet provides functionality for further data exploration, analysis, and visualization.
Load the required libraries
library(SpatialNiche)
library(ggplot2)
library(dplyr)
library(scattermore)Part I: Data input & processing and initialization of SpatialNiche list containing barcodes and images tibble
SpatialNiche requires two user inputs: one is the path to outs directory of the spaceranger output of the Visium HD dataset, and the other is the bins size you want to load.
Starting from spaceranger output
ptm = Sys.time()
localdir <- "../../../4_em/outs" # path to outs directory of the spaceranger output of the Visium HD dataset
DataHD<-Load_Spatial_Data(localdir, size = '008um') #loading the data using the path and the bin size
bcsHD<-DataHD$barcodes #pulling the barcodes tibble out for easier access
head(bcsHD) #look at the top entries
#> # A tibble: 6 × 12
#> barcode tissue row col imagerow imagecol imagerow_scaled imagecol_scaled
#> <chr> <fct> <int> <int> <dbl> <dbl> <dbl> <dbl>
#> 1 s_008um_… 0 0 0 27281. -69.7 620. -1.58
#> 2 s_008um_… 0 0 1 27282. -38.0 620. -0.863
#> 3 s_008um_… 0 0 2 27282. -6.19 620. -0.141
#> 4 s_008um_… 0 0 3 27282. 25.6 620. 0.582
#> 5 s_008um_… 0 0 4 27282. 57.4 620. 1.30
#> 6 s_008um_… 0 0 5 27282. 89.1 620. 2.03
#> # ℹ 4 more variables: imagerow_scaled_round <dbl>, imagecol_scaled_round <dbl>,
#> # height <int>, width <int>Part II: Adding dconvolution information to SpatialNiche barcodes tibble
SpatialNiche supports import of spacexr’s RCTD based deconvolution information. Thre RCTD result can be directly loaded as an rds object and imported directly into the barcodes tibble.
Starting from RCTD output
ptm = Sys.time()
DeconvolutionHD<-Load_RCTD('../../../RCTD_d4_SCT.rds') #load rds object of RCTD results
bcsHD<-Add_Deconvolution_Info(bcsHD,DeconvolutionHD,addWeights=FALSE) #use in-built function to import RCTD deconvolution results
bcsHD<-bcsHD %>% na.omit() # remove blank barcodes with no deconvolution information
head(bcsHD[, c(1,13:15)]) #look at the top entries with deconvolution information
#> # A tibble: 6 × 4
#> barcode DeconvolutionClass DeconvolutionLabel1 DeconvolutionLabel2
#> <chr> <chr> <chr> <chr>
#> 1 s_008um_00102_0021… singlet IM pDC
#> 2 s_008um_00102_0021… reject IM LAMCORE-3
#> 3 s_008um_00102_0021… reject IM LAMCORE-1
#> 4 s_008um_00102_0021… singlet Mast-Basophil Plasma
#> 5 s_008um_00102_0022… reject AF2 AT2
#> 6 s_008um_00102_0022… singlet LAMCORE-1 PlasmaPart III: Creating niche information
SpatialNiche creates niche information based on a specific cell type or gene expression.The niche information is defined based on a sepcific distance away from the bins/cells of interest.
Defining niche based on a cell type
ptm = Sys.time()
PeripheryBCs<-Get_Periphery(barcodes=bcsHD, celltype='LAMCORE-1',distance=50,data.dir = localdir)
bcsHD$Periphery<-NA
bcsHD$Periphery[bcsHD$barcode%in%PeripheryBCs]<-"50 micron"
bcsHD$Periphery[is.na(bcsHD$Periphery)]<-"Tissue"
bcsHD$Periphery[bcsHD$Periphery=="Tissue" & bcsHD$DeconvolutionLabel1=='LAMCORE-1']<-'LAMCORE-1'
head(bcsHD[, c(1,14:16)]) #look at the top entries with cell based niche information
#> # A tibble: 6 × 4
#> barcode DeconvolutionLabel1 DeconvolutionLabel2 Periphery
#> <chr> <chr> <chr> <chr>
#> 1 s_008um_00102_00216-1 IM pDC Tissue
#> 2 s_008um_00102_00217-1 IM LAMCORE-3 Tissue
#> 3 s_008um_00102_00218-1 IM LAMCORE-1 Tissue
#> 4 s_008um_00102_00219-1 Mast-Basophil Plasma Tissue
#> 5 s_008um_00102_00220-1 AF2 AT2 Tissue
#> 6 s_008um_00102_00221-1 LAMCORE-1 Plasma LAMCORE-1Defining niche based on gene expression
ptm = Sys.time()
em_d4 <- readRDS("../../../em_d4_SCT.rds")
bcsHD<-Add_Expression(bcsHD,em_d4,c("PMEL"))
#> Loading required package: Seurat
#> Loading required package: SeuratObject
#> Loading required package: sp
#> 'SeuratObject' was built with package 'Matrix' 1.7.0 but the current
#> version is 1.7.3; it is recomended that you reinstall 'SeuratObject' as
#> the ABI for 'Matrix' may have changed
#>
#> Attaching package: 'SeuratObject'
#> The following objects are masked from 'package:base':
#>
#> intersect, t
PeripheryGCs<-Get_Gene_Periphery(barcodes=bcsHD, gene=c("PMEL"), seurat=em_d4,distance=50,data.dir = localdir)
bcsHD$Peripheryg<-NA
bcsHD$Peripheryg[bcsHD$barcode%in%PeripheryGCs]<-"50 micron"
bcsHD$Peripheryg[is.na(bcsHD$Peripheryg)]<-"Tissue"
bcsHD$Peripheryg[bcsHD$Peripheryg=="Tissue" & bcsHD$PMEL>0]<-'PMEL'
head(bcsHD[, c(1,14:18)]) #look at the top entries with gene expression based niche information
#> # A tibble: 6 × 6
#> barcode DeconvolutionLabel1 DeconvolutionLabel2 Periphery PMEL Peripheryg
#> <chr> <chr> <chr> <chr> <dbl> <chr>
#> 1 s_008um_00… IM pDC Tissue 0 Tissue
#> 2 s_008um_00… IM LAMCORE-3 Tissue 0 50 micron
#> 3 s_008um_00… IM LAMCORE-1 Tissue 0 50 micron
#> 4 s_008um_00… Mast-Basophil Plasma Tissue 0 50 micron
#> 5 s_008um_00… AF2 AT2 Tissue 0 50 micron
#> 6 s_008um_00… LAMCORE-1 Plasma LAMCORE-1 0 50 micronPart IV: Visualizing niche results
Upon infering the niche information, SpatialNiche provides various functionality for further data exploration, analysis, and visualization. Specifically:
It provides utilities for slicing the dataset into smaller region of interest.
It provides tools for visualization of deconvolution information.
It provides tools for visualization of niche information.
slicing the dataset into smaller ROIs
SliceA<-Get_Square('s_008um_00128_00230-1',250,bcsHD)
head(SliceA)
#> [1] "s_008um_00112_00214-1" "s_008um_00112_00216-1" "s_008um_00112_00217-1"
#> [4] "s_008um_00112_00218-1" "s_008um_00112_00221-1" "s_008um_00112_00222-1"
SliceB<-Get_Rectangle('s_008um_00331_00466-1',300,0.65,1.1,bcsHD)
head(SliceB)
#> [1] "s_008um_00311_00456-1" "s_008um_00311_00457-1" "s_008um_00311_00459-1"
#> [4] "s_008um_00311_00460-1" "s_008um_00311_00461-1" "s_008um_00311_00462-1"
SliceC<-Get_Circle('s_008um_00128_00230-1',125,bcsHD, localdir)
head(SliceC)
#> [1] "s_008um_00113_00226-1" "s_008um_00113_00227-1" "s_008um_00113_00228-1"
#> [4] "s_008um_00113_00229-1" "s_008um_00113_00230-1" "s_008um_00113_00231-1"Visualizing based on deconvolution information
bcsHD %>% filter(DeconvolutionClass=="singlet") %>%
ggplot(aes(x = imagecol_scaled, y = -imagerow_scaled,color=DeconvolutionLabel1)) +
Geom_Spatial(data = DataHD$images, aes(grob = grob), x = 0.5, y = 0.5)+
geom_scattermore(pointsize = 2,pixels = rep(2000,2))+
coord_cartesian(expand = FALSE) +
xlab("") +
ylab("") +
theme_set(theme_bw(base_size = 10))+
theme_minimal() +
theme(axis.text = element_blank(),
panel.grid.minor = element_blank(),
panel.grid.major = element_blank())+
#geom_rect(aes(xmin=DFRectA$Xmin, xmax=DFRectA$Xmax, ymin=DFRectA$Ymax, ymax=DFRectA$Ymin),fill=NA,color="black",linewidth=1)+
#geom_circle(aes(x0=DFRectC$Xavg, y0=DFRectC$Yavg, r=DFRectC$rad),fill=NA,color="black",linewidth=1)+
#scale_color_manual(values=ColorPalette())
NoLegend()
bcsHD %>%
ggplot(aes(x = imagecol_scaled, y = -imagerow_scaled,color=DeconvolutionLabel1)) +
Geom_Spatial(data = DataHD$images, aes(grob = grob), x = 0.5, y = 0.5) +
geom_point(shape=16,size=2)+ #sahpe 15=square 16=circle
coord_cartesian(expand = FALSE) +
#scale_color_manual(values = ColorPalette(),na.value = NA) +
xlab("") +
ylab("") + theme_set(theme_bw(base_size = 10))+
theme_minimal() +
theme(axis.text = element_blank())#+NoLegend()
Visualizing based on niche information
bcA=bcsHD[bcsHD$Periphery!='Tissue',]
bcA %>%
ggplot(aes(x = imagecol_scaled, y = -imagerow_scaled,color=Periphery)) +
Geom_Spatial(data = DataHD$images, aes(grob = grob), x = 0.5, y = 0.5) +
geom_scattermore(pointsize = 2,pixels = rep(2000,2)) +
scale_color_manual(values=c('green','red','grey')) +
coord_cartesian(expand = FALSE) +
xlab("") +
ylab("") +
theme_set(theme_bw(base_size = 10)) +
theme_minimal() +
theme(axis.text = element_blank(),
panel.grid.minor = element_blank(),
panel.grid.major = element_blank())
bcA=bcsHD[bcsHD$Peripheryg!='Tissue',]
bcA %>%
ggplot(aes(x = imagecol_scaled, y = -imagerow_scaled,color=Peripheryg)) +
Geom_Spatial(data = DataHD$images, aes(grob = grob), x = 0.5, y = 0.5) +
geom_scattermore(pointsize = 2,pixels = rep(2000,2)) +
scale_color_manual(values=c('green','red','grey')) +
coord_cartesian(expand = FALSE) +
xlab("") +
ylab("") +
theme_set(theme_bw(base_size = 10)) +
theme_minimal() +
theme(axis.text = element_blank(),
panel.grid.minor = element_blank(),
panel.grid.major = element_blank())
Part V: Calculating distance information
SpatialNiche is also capable of creating distance information by translating the pixel sizes to the micron scale. The results are output as a distane matrix that can be converted to a dataframe for use.
Defining niche based on a cell type
ptm = Sys.time()
em_d4G1 <- readRDS("../../../KWB/em_d4_G1.rds")
spatial.locs = Seurat::GetTissueCoordinates(em_d4G1, scale = NULL, cols = c("imagerow", "imagecol"))
spatial.locs = spatial.locs[,1:2]
spot.size = 8
conversion.factor = spot.size/em_d4G1@images$slice1.008um@scale.factors$spot
spatial.factors = data.frame(ratio = conversion.factor, tol = spot.size/2)
d.spatial <- Compute_Cell_Distance(coordinates = spatial.locs, ratio = spatial.factors$ratio, tol = spatial.factors$tol)
min(d.spatial[d.spatial!=0]) # this value should approximately equal 8um for 10X VisiumHD data
#> [1] 7.999177
df=as.data.frame(as.matrix(d.spatial))
head(df)
#> s_008um_00110_00228-1 s_008um_00122_00239-1
#> s_008um_00110_00228-1 0.0000 130.22140
#> s_008um_00122_00239-1 130.2214 0.00000
#> s_008um_00125_00234-1 129.2325 46.64416
#> s_008um_00124_00223-1 118.9164 128.98896
#> s_008um_00131_00230-1 168.7433 101.81457
#> s_008um_00133_00224-1 186.7426 148.79694
#> s_008um_00125_00234-1 s_008um_00124_00223-1
#> s_008um_00110_00228-1 129.23247 118.91640
#> s_008um_00122_00239-1 46.64416 128.98896
#> s_008um_00125_00234-1 0.00000 88.35838
#> s_008um_00124_00223-1 88.35838 0.00000
#> s_008um_00131_00230-1 57.68334 79.19059
#> s_008um_00133_00224-1 102.44176 72.43592
#> s_008um_00131_00230-1 s_008um_00133_00224-1
#> s_008um_00110_00228-1 168.74335 186.74257
#> s_008um_00122_00239-1 101.81457 148.79694
#> s_008um_00125_00234-1 57.68334 102.44176
#> s_008um_00124_00223-1 79.19059 72.43592
#> s_008um_00131_00230-1 0.00000 50.59329
#> s_008um_00133_00224-1 50.59329 0.00000
#> s_008um_00108_00230-1 s_008um_00131_00235-1
#> s_008um_00110_00228-1 22.62545 177.07133
#> s_008um_00122_00239-1 133.13597 78.78292
#> s_008um_00125_00234-1 139.70066 48.65735
#> s_008um_00124_00223-1 139.69991 111.13323
#> s_008um_00131_00230-1 183.98123 39.99790
#> s_008um_00133_00224-1 205.65811 89.43763
#> s_008um_00126_00228-1 s_008um_00129_00228-1
#> s_008um_00110_00228-1 127.98695 151.98451
#> s_008um_00122_00239-1 93.63157 104.29940
#> s_008um_00125_00234-1 48.65934 57.68444
#> s_008um_00124_00223-1 43.07906 56.56471
#> s_008um_00131_00230-1 43.07750 22.62588
#> s_008um_00133_00224-1 64.49180 45.25096
#> s_008um_00108_00218-1 s_008um_00116_00225-1
#> s_008um_00110_00228-1 81.58021 53.66029
#> s_008um_00122_00239-1 201.89895 121.84584
#> s_008um_00125_00234-1 186.74895 101.81646
#> s_008um_00124_00223-1 134.09211 65.96289
#> s_008um_00131_00230-1 207.52061 126.47955
#> s_008um_00133_00224-1 205.65989 136.22113
#> s_008um_00118_00223-1 s_008um_00118_00228-1
#> s_008um_00110_00228-1 75.46458 63.99347
#> s_008um_00122_00239-1 131.93264 93.63268
#> s_008um_00125_00234-1 104.30116 73.75105
#> s_008um_00124_00223-1 47.99512 62.47635
#> s_008um_00131_00230-1 118.10879 105.21327
#> s_008um_00133_00224-1 120.25433 124.18062
#> s_008um_00125_00244-1 s_008um_00119_00222-1
#> s_008um_00110_00228-1 175.44198 86.52499
#> s_008um_00122_00239-1 46.64490 138.09440
#> s_008um_00125_00234-1 79.99574 107.32538
#> s_008um_00124_00223-1 168.18163 40.78823
#> s_008um_00131_00230-1 121.84418 115.36864
#> s_008um_00133_00224-1 172.31395 113.12600
#> s_008um_00109_00231-1 s_008um_00136_00235-1
#> s_008um_00110_00228-1 25.29662 215.38634
#> s_008um_00122_00239-1 122.10488 116.46974
#> s_008um_00125_00234-1 130.21791 88.35406
#> s_008um_00124_00223-1 135.98658 135.75528
#> s_008um_00131_00230-1 176.16362 56.56469
#> s_008um_00133_00224-1 199.97942 91.20938
#> s_008um_00127_00237-1 s_008um_00127_00234-1
#> s_008um_00110_00228-1 153.87020 144.20896
#> s_008um_00122_00239-1 43.07693 56.56363
#> s_008um_00125_00234-1 28.84269 15.99837
#> s_008um_00124_00223-1 114.53675 91.20938
#> s_008um_00131_00230-1 64.49338 45.25093
#> s_008um_00133_00224-1 114.53480 93.28840
#> s_008um_00120_00248-1 s_008um_00133_00244-1
#> s_008um_00110_00228-1 178.87549 224.12544
#> s_008um_00122_00239-1 73.75193 96.65595
#> s_008um_00125_00234-1 118.92084 102.44349
#> s_008um_00124_00223-1 202.53227 182.76874
#> s_008um_00131_00230-1 168.74758 113.13127
#> s_008um_00133_00224-1 218.34185 159.99158
#> s_008um_00137_00231-1 s_008um_00127_00245-1
#> s_008um_00110_00228-1 217.30767 192.31989
#> s_008um_00122_00239-1 135.98659 62.47797
#> s_008um_00125_00234-1 98.94433 89.43811
#> s_008um_00124_00223-1 122.10494 177.61974
#> s_008um_00131_00230-1 48.65736 124.18585
#> s_008um_00133_00224-1 64.49442 174.71195
#> s_008um_00136_00248-1 s_008um_00135_00229-1
#> s_008um_00110_00228-1 262.3998 200.13971
#> s_008um_00122_00239-1 133.1359 131.19763
#> s_008um_00125_00234-1 142.4270 89.43385
#> s_008um_00124_00223-1 221.8346 100.23143
#> s_008um_00131_00230-1 149.4446 32.98145
#> s_008um_00133_00224-1 193.4843 43.07905
#> s_008um_00117_00226-1 s_008um_00128_00219-1
#> s_008um_00110_00228-1 58.23487 160.98094
#> s_008um_00122_00239-1 111.42122 167.03465
#> s_008um_00125_00234-1 90.50351 122.36944
#> s_008um_00124_00223-1 60.92005 45.25097
#> s_008um_00131_00230-1 116.47090 91.20941
#> s_008um_00133_00224-1 128.98283 56.56473
#> s_008um_00124_00239-1 s_008um_00135_00222-1
#> s_008um_00110_00228-1 142.42537 205.65815
#> s_008um_00122_00239-1 15.99836 171.19390
#> s_008um_00125_00234-1 40.78977 124.95384
#> s_008um_00124_00223-1 127.99328 88.35382
#> s_008um_00131_00230-1 91.20673 71.54925
#> s_008um_00133_00224-1 139.93256 22.62549
#> s_008um_00117_00220-1 s_008um_00110_00226-1
#> s_008um_00110_00228-1 85.03412 15.99916
#> s_008um_00122_00239-1 157.16704 141.52508
#> s_008um_00125_00234-1 128.98884 135.98866
#> s_008um_00124_00223-1 60.92087 114.53072
#> s_008um_00131_00230-1 137.62671 171.00392
#> s_008um_00133_00224-1 131.92694 184.67533
#> s_008um_00123_00226-1 s_008um_00136_00223-1
#> s_008um_00110_00228-1 105.21267 211.78935
#> s_008um_00122_00239-1 104.30157 170.06826
#> s_008um_00125_00234-1 65.96633 124.44011
#> s_008um_00124_00223-1 25.29664 95.99027
#> s_008um_00131_00230-1 71.54813 68.81330
#> s_008um_00133_00224-1 81.57590 25.29565
#> s_008um_00112_00234-1 s_008um_00122_00241-1
#> s_008um_00110_00228-1 50.59381 141.52506
#> s_008um_00122_00239-1 89.43511 15.99915
#> s_008um_00125_00234-1 103.98937 60.92208
#> s_008um_00124_00223-1 130.21903 144.87817
#> s_008um_00131_00230-1 155.31580 113.69209
#> s_008um_00133_00224-1 186.05668 161.97544
#> s_008um_00131_00241-1 s_008um_00109_00220-1
#> s_008um_00110_00228-1 197.56957 64.49481
#> s_008um_00122_00239-1 73.74927 184.16286
#> s_008um_00125_00234-1 73.75158 170.07023
#> s_008um_00124_00223-1 154.49750 122.36469
#> s_008um_00131_00230-1 87.99536 193.31205
#> s_008um_00133_00224-1 136.93038 194.62946
#> s_008um_00121_00244-1 s_008um_00127_00226-1
#> s_008um_00110_00228-1 155.32256 136.92379
#> s_008um_00122_00239-1 40.78975 111.41985
#> s_008um_00125_00234-1 86.15692 65.96576
#> s_008um_00124_00223-1 169.69607 33.93883
#> s_008um_00131_00230-1 137.62643 45.25176
#> s_008um_00133_00224-1 186.57669 50.59129
#> s_008um_00114_00234-1 s_008um_00120_00231-1
#> s_008um_00110_00228-1 57.68540 83.51469
#> s_008um_00122_00239-1 75.46580 65.96630
#> s_008um_00125_00234-1 87.99101 46.64384
#> s_008um_00124_00223-1 118.91856 71.54921
#> s_008um_00131_00230-1 139.69953 88.35378
#> s_008um_00133_00224-1 171.75034 118.10700
#> s_008um_00132_00245-1 s_008um_00122_00219-1
#> s_008um_00110_00228-1 222.40636 119.98887
#> s_008um_00122_00239-1 93.28764 159.99163
#> s_008um_00125_00234-1 104.30108 122.37029
#> s_008um_00124_00223-1 187.26535 35.77515
#> s_008um_00131_00230-1 120.26012 113.69421
#> s_008um_00133_00224-1 168.18135 96.65605
#> s_008um_00133_00232-1 s_008um_00126_00227-1
#> s_008um_00110_00228-1 186.74369 128.23656
#> s_008um_00122_00239-1 104.29721 101.18650
#> s_008um_00125_00234-1 65.96288 56.56538
#> s_008um_00124_00223-1 101.81647 35.77514
#> s_008um_00131_00230-1 22.62588 46.64386
#> s_008um_00133_00224-1 63.99667 60.92007
#> s_008um_00122_00227-1 s_008um_00122_00238-1
#> s_008um_00110_00228-1 96.32281 124.954899
#> s_008um_00122_00239-1 95.99494 7.999574
#> s_008um_00125_00234-1 60.92293 39.996820
#> s_008um_00124_00223-1 35.77461 121.055224
#> s_008um_00131_00230-1 75.88773 96.324154
#> s_008um_00133_00224-1 91.20467 142.424543
#> s_008um_00115_00234-1 s_008um_00119_00233-1
#> s_008um_00110_00228-1 62.47802 82.35824
#> s_008um_00122_00239-1 68.81331 53.66266
#> s_008um_00125_00234-1 79.99182 48.65734
#> s_008um_00124_00223-1 113.69212 89.43650
#> s_008um_00131_00230-1 131.92573 98.94431
#> s_008um_00133_00224-1 164.71395 133.13382
#> s_008um_00118_00248-1 s_008um_00117_00231-1
#> s_008um_00110_00228-1 172.31604 60.92084
#> s_008um_00122_00239-1 78.78545 75.46744
#> s_008um_00125_00234-1 125.21096 68.34588
#> s_008um_00124_00223-1 205.66706 85.03412
#> s_008um_00131_00230-1 177.61483 112.27379
#> s_008um_00133_00224-1 226.39857 139.69996
#> s_008um_00119_00247-1 s_008um_00123_00234-1
#> s_008um_00110_00228-1 168.18112 114.53268
#> s_008um_00122_00239-1 68.34753 40.78977
#> s_008um_00125_00234-1 114.53466 15.99837
#> s_008um_00124_00223-1 196.11091 88.35809
#> s_008um_00131_00230-1 166.45621 71.54707
#> s_008um_00133_00224-1 215.39059 113.12735
#> s_008um_00132_00232-1 s_008um_00121_00243-1
#> s_008um_00110_00228-1 178.86806 148.79947
#> s_008um_00122_00239-1 97.64322 32.98284
#> s_008um_00125_00234-1 58.23488 78.78549
#> s_008um_00124_00223-1 96.32650 161.78085
#> s_008um_00131_00230-1 17.88756 131.19925
#> s_008um_00133_00224-1 64.49451 179.76417
#> s_008um_00136_00221-1 s_008um_00125_00247-1
#> s_008um_00110_00228-1 215.38443 193.64730
#> s_008um_00122_00239-1 182.41353 68.34837
#> s_008um_00125_00234-1 136.22398 103.99445
#> s_008um_00124_00223-1 97.31419 192.15657
#> s_008um_00131_00230-1 82.35919 144.21278
#> s_008um_00133_00224-1 33.93823 194.80031
#> s_008um_00130_00220-1 s_008um_00122_00243-1
#> s_008um_00110_00228-1 172.30784 153.66528
#> s_008um_00122_00239-1 164.91330 31.99829
#> s_008um_00125_00234-1 118.92101 75.88983
#> s_008um_00124_00223-1 53.66034 160.78917
#> s_008um_00131_00230-1 80.39494 126.48131
#> s_008um_00133_00224-1 39.99757 175.62318
#> s_008um_00135_00247-1 s_008um_00134_00230-1
#> s_008um_00110_00228-1 251.1862 192.64624
#> s_008um_00122_00239-1 122.1048 119.98884
#> s_008um_00125_00234-1 131.2015 78.78295
#> s_008um_00124_00223-1 211.1946 97.64495
#> s_008um_00131_00230-1 139.7068 23.99756
#> s_008um_00133_00224-1 184.6848 48.65965
#> s_008um_00127_00238-1 s_008um_00125_00231-1
#> s_008um_00110_00228-1 157.77183 122.36465
#> s_008um_00122_00239-1 40.78792 68.34759
#> s_008um_00125_00234-1 35.77510 23.99874
#> s_008um_00124_00223-1 122.37025 64.49480
#> s_008um_00131_00230-1 71.54918 48.65707
#> s_008um_00133_00224-1 121.84426 85.03359
#> s_008um_00108_00219-1 s_008um_00120_00220-1
#> s_008um_00110_00228-1 73.75264 102.44062
#> s_008um_00122_00239-1 195.29318 152.83199
#> s_008um_00125_00234-1 181.35968 118.92237
#> s_008um_00124_00223-1 131.92692 39.99701
#> s_008um_00131_00230-1 203.94338 118.92022
#> s_008um_00133_00224-1 203.94117 108.80175
#> s_008um_00125_00230-1 s_008um_00121_00231-1
#> s_008um_00110_00228-1 121.05001 91.20547
#> s_008um_00122_00239-1 75.88986 64.49475
#> s_008um_00125_00234-1 31.99832 39.99698
#> s_008um_00124_00223-1 56.56569 68.34764
#> s_008um_00131_00230-1 47.99512 80.39071
#> s_008um_00133_00224-1 79.99261 111.12877
#> s_008um_00126_00223-1 s_008um_00137_00242-1
#> s_008um_00110_00228-1 134.09066 243.2900
#> s_008um_00122_00239-1 131.93151 122.3646
#> s_008um_00125_00234-1 88.35809 115.3686
#> s_008um_00124_00223-1 15.99838 184.1628
#> s_008um_00131_00230-1 68.81446 107.3253
#> s_008um_00133_00224-1 56.56300 147.5052
#> s_008um_00114_00223-1 s_008um_00133_00246-1
#> s_008um_00110_00228-1 51.22086 233.6319
#> s_008um_00122_00239-1 143.10047 104.2989
#> s_008um_00125_00234-1 124.44234 115.3707
#> s_008um_00124_00223-1 79.99186 197.5749
#> s_008um_00131_00230-1 147.06525 128.9895
#> s_008um_00133_00224-1 152.19508 175.9907
#> s_008um_00117_00234-1 s_008um_00114_00231-1
#> s_008um_00110_00228-1 73.75105 39.99699
#> s_008um_00122_00239-1 56.56467 90.50349
#> s_008um_00125_00234-1 63.99346 91.20546
#> s_008um_00124_00223-1 104.29942 102.44061
#> s_008um_00131_00230-1 116.46975 136.22108
#> s_008um_00133_00224-1 150.92919 161.97117
#> s_008um_00135_00226-1 s_008um_00126_00236-1
#> s_008um_00110_00228-1 200.61833 143.09621
#> s_008um_00122_00239-1 147.06552 39.99626
#> s_008um_00125_00234-1 102.44064 17.88755
#> s_008um_00124_00223-1 91.20551 105.21824
#> s_008um_00131_00230-1 45.25096 62.47689
#> s_008um_00133_00224-1 22.62589 111.13147
#> s_008um_00133_00248-1 s_008um_00130_00233-1
#> s_008um_00110_00228-1 243.8185 164.90860
#> s_008um_00122_00239-1 113.6930 79.99255
#> s_008um_00125_00234-1 128.9887 40.78793
#> s_008um_00124_00223-1 212.5541 93.28989
#> s_008um_00131_00230-1 144.8787 25.29663
#> s_008um_00133_00224-1 191.9899 75.88993
#> s_008um_00107_00218-1 s_008um_00133_00221-1
#> s_008um_00110_00228-1 83.5182 192.31331
#> s_008um_00122_00239-1 206.4434 168.74772
#> s_008um_00125_00234-1 192.6519 122.10570
#> s_008um_00124_00223-1 141.7472 73.74877
#> s_008um_00131_00230-1 214.6444 73.75208
#> s_008um_00133_00224-1 213.4463 23.99876
#> s_008um_00118_00227-1 s_008um_00131_00227-1
#> s_008um_00110_00228-1 64.49138 168.17311
#> s_008um_00122_00239-1 101.18761 119.99051
#> s_008um_00125_00234-1 79.19057 73.75029
#> s_008um_00124_00223-1 57.68335 64.49280
#> s_008um_00131_00230-1 106.72314 23.99875
#> s_008um_00133_00224-1 122.36384 28.84224
#> s_008um_00109_00221-1 s_008um_00123_00246-1
#> s_008um_00110_00228-1 56.56569 177.61797
#> s_008um_00122_00239-1 177.61805 56.56560
#> s_008um_00125_00234-1 164.91217 97.31859
#> s_008um_00124_00223-1 121.05005 184.16394
#> s_008um_00131_00230-1 190.14106 143.09830
#> s_008um_00133_00224-1 193.47511 193.31558
#> s_008um_00133_00241-1 s_008um_00129_00245-1
#> s_008um_00110_00228-1 211.34012 203.94626
#> s_008um_00122_00239-1 89.43400 73.75100
#> s_008um_00125_00234-1 85.03506 93.63263
#> s_008um_00124_00223-1 160.98802 180.47899
#> s_008um_00131_00230-1 89.43814 121.05516
#> s_008um_00133_00224-1 135.99286 171.01059
#> s_008um_00136_00232-1 s_008um_00120_00241-1
#> s_008um_00110_00228-1 210.42652 131.20159
#> s_008um_00122_00239-1 125.20736 22.62544
#> s_008um_00125_00234-1 89.43347 68.81320
#> s_008um_00124_00223-1 119.99099 147.50403
#> s_008um_00131_00230-1 43.07750 124.44001
#> s_008um_00133_00224-1 68.34846 171.19385
#> s_008um_00128_00247-1 s_008um_00113_00221-1
#> s_008um_00110_00228-1 209.36598 60.92213
#> s_008um_00122_00239-1 79.99501 160.98805
#> s_008um_00125_00234-1 106.72779 141.52513
#> s_008um_00124_00223-1 194.63844 89.43406
#> s_008um_00131_00230-1 138.09345 160.98330
#> s_008um_00133_00224-1 188.28657 161.77417
#> s_008um_00135_00233-1 s_008um_00136_00222-1
#> s_008um_00110_00228-1 203.94109 213.44460
#> s_008um_00122_00239-1 114.53108 176.16742
#> s_008um_00125_00234-1 80.39071 130.21967
#> s_008um_00124_00223-1 118.92019 96.32288
#> s_008um_00131_00230-1 39.99699 75.46628
#> s_008um_00133_00224-1 73.75262 28.84170
#> s_008um_00124_00247-1 s_008um_00117_00222-1
#> s_008um_00110_00228-1 188.79515 73.74971
#> s_008um_00122_00239-1 65.96625 141.75307
#> s_008um_00125_00234-1 104.30150 115.37083
#> s_008um_00124_00223-1 191.98985 56.56299
#> s_008um_00131_00230-1 147.06841 128.98560
#> s_008um_00133_00224-1 197.57248 128.98341
#> s_008um_00133_00218-1 s_008um_00113_00225-1
#> s_008um_00110_00228-1 200.61884 33.93819
#> s_008um_00122_00239-1 189.63898 133.13872
#> s_008um_00125_00234-1 143.09847 119.99097
#> s_008um_00124_00223-1 82.35704 89.43347
#> s_008um_00131_00230-1 97.31876 149.43835
#> s_008um_00133_00224-1 47.99753 160.18346
#> s_008um_00123_00223-1 s_008um_00118_00234-1
#> s_008um_00110_00228-1 111.415773 79.99397
#> s_008um_00122_00239-1 128.242853 51.22176
#> s_008um_00125_00234-1 89.438193 55.99428
#> s_008um_00124_00223-1 7.999187 100.23256
#> s_008um_00131_00230-1 85.035117 108.80057
#> s_008um_00133_00224-1 80.391031 144.20836
#> s_008um_00129_00246-1 s_008um_00136_00225-1
#> s_008um_00110_00228-1 209.36543 209.35843
#> s_008um_00122_00239-1 79.19051 158.37827
#> s_008um_00125_00234-1 101.18755 113.69106
#> s_008um_00124_00223-1 188.28800 97.31474
#> s_008um_00131_00230-1 128.98890 56.56370
#> s_008um_00133_00224-1 178.87516 25.29592
#> s_008um_00126_00221-1 s_008um_00107_00224-1
#> s_008um_00110_00228-1 139.69994 39.99756
#> s_008um_00122_00239-1 147.50407 169.69407
#> s_008um_00125_00234-1 104.30163 164.71650
#> s_008um_00124_00223-1 22.62548 136.22109
#> s_008um_00131_00230-1 82.36043 197.89034
#> s_008um_00133_00224-1 60.92088 207.97884
#> s_008um_00129_00234-1 s_008um_00124_00238-1
#> s_008um_00110_00228-1 159.38416 137.62665
#> s_008um_00122_00239-1 68.81212 17.88676
#> s_008um_00125_00234-1 31.99674 32.98286
#> s_008um_00124_00223-1 96.65916 119.99371
#> s_008um_00131_00230-1 35.77460 85.03410
#> s_008um_00133_00224-1 86.15702 133.13654
#> s_008um_00106_00239-1 s_008um_00119_00235-1
#> s_008um_00110_00228-1 93.63152 91.20724
#> s_008um_00122_00239-1 127.98686 39.99752
#> s_008um_00125_00234-1 157.15873 48.65705
#> s_008um_00124_00223-1 192.64825 103.99312
#> s_008um_00131_00230-1 212.54349 103.98948
#> s_008um_00133_00224-1 247.07084 142.42288
#> s_008um_00124_00222-1 s_008um_00134_00226-1
#> s_008um_00110_00228-1 121.840082 192.64567
#> s_008um_00122_00239-1 136.930378 141.52252
#> s_008um_00125_00234-1 96.327843 96.32420
#> s_008um_00124_00223-1 7.999587 83.51473
#> s_008um_00131_00230-1 85.035680 39.99686
#> s_008um_00133_00224-1 73.749329 17.88757
#> s_008um_00124_00244-1 s_008um_00120_00240-1
#> s_008um_00110_00228-1 170.07125 124.95601
#> s_008um_00122_00239-1 43.07900 17.88675
#> s_008um_00125_00234-1 80.39454 62.47685
#> s_008um_00124_00223-1 167.99115 139.70572
#> s_008um_00131_00230-1 125.21103 118.91798
#> s_008um_00133_00224-1 175.44181 164.91085
#> s_008um_00123_00235-1 s_008um_00135_00231-1
#> s_008um_00110_00228-1 118.10875 201.41490
#> s_008um_00122_00239-1 32.98286 122.10291
#> s_008um_00125_00234-1 17.88676 83.51387
#> s_008um_00124_00223-1 96.32754 108.80351
#> s_008um_00131_00230-1 75.46459 32.98173
#> s_008um_00133_00224-1 118.91860 58.23791
#> s_008um_00131_00232-1 s_008um_00133_00239-1
#> s_008um_00110_00228-1 171.00390 203.94329
#> s_008um_00122_00239-1 91.20561 87.99101
#> s_008um_00125_00234-1 50.59126 75.46581
#> s_008um_00124_00223-1 91.20838 146.85217
#> s_008um_00131_00230-1 15.99916 73.75258
#> s_008um_00133_00224-1 65.96579 119.99371
#> s_008um_00135_00221-1 s_008um_00133_00234-1
#> s_008um_00110_00228-1 207.67073 190.13989
#> s_008um_00122_00239-1 177.61500 96.65465
#> s_008um_00125_00234-1 131.19937 63.99348
#> s_008um_00124_00223-1 89.43352 113.69418
#> s_008um_00131_00230-1 78.78562 35.77512
#> s_008um_00133_00224-1 28.84225 79.99583
#> s_008um_00133_00237-1 s_008um_00114_00236-1
#> s_008um_00110_00228-1 197.56779 71.55023
#> s_008um_00122_00239-1 89.43344 68.34586
#> s_008um_00125_00234-1 68.34588 89.43342
#> s_008um_00124_00223-1 133.13874 131.19929
#> s_008um_00131_00230-1 58.23788 144.20729
#> s_008um_00133_00224-1 103.99456 179.76037
#> s_008um_00115_00225-1 s_008um_00124_00245-1
#> s_008um_00110_00228-1 46.64308 176.17048
#> s_008um_00122_00239-1 125.21291 50.59377
#> s_008um_00125_00234-1 107.62139 88.35800
#> s_008um_00124_00223-1 73.74874 175.99072
#> s_008um_00131_00230-1 134.09208 132.41445
#> s_008um_00133_00224-1 144.20727 182.76632
#> s_008um_00118_00244-1 s_008um_00128_00237-1
#> s_008um_00110_00228-1 143.10042 160.98324
#> s_008um_00122_00239-1 51.22081 50.59124
#> s_008um_00125_00234-1 97.64482 33.93881
#> s_008um_00124_00223-1 174.71192 116.47579
#> s_008um_00131_00230-1 152.82680 60.92211
#> s_008um_00133_00224-1 199.98415 111.41990
#> s_008um_00111_00222-1 s_008um_00130_00248-1
#> s_008um_00110_00228-1 48.65935 226.2587
#> s_008um_00122_00239-1 161.97815 96.3264
#> s_008um_00125_00234-1 147.50213 118.9222
#> s_008um_00124_00223-1 104.29681 205.6688
#> s_008um_00131_00230-1 172.31001 144.2142
#> s_008um_00133_00224-1 176.70818 193.4834
#> s_008um_00132_00238-1 s_008um_00126_00238-1
#> s_008um_00110_00228-1 193.31197 150.93163
#> s_008um_00122_00239-1 80.39068 32.98142
#> s_008um_00125_00234-1 64.49277 32.98315
#> s_008um_00124_00223-1 135.99241 121.05581
#> s_008um_00131_00230-1 64.49476 75.46621
#> s_008um_00133_00224-1 112.27930 125.21111
#> s_008um_00129_00244-1 s_008um_00118_00230-1
#> s_008um_00110_00228-1 198.70143 65.96344
#> s_008um_00122_00239-1 68.81329 78.78660
#> s_008um_00125_00234-1 86.15802 64.49278
#> s_008um_00124_00223-1 172.68742 73.75029
#> s_008um_00131_00230-1 113.13070 103.98941
#> s_008um_00133_00224-1 163.15916 129.23089
#> s_008um_00127_00230-1 s_008um_00106_00225-1
#> s_008um_00110_00228-1 136.92436 39.99699
#> s_008um_00122_00239-1 82.35909 170.07018
#> s_008um_00125_00234-1 35.77459 168.17594
#> s_008um_00124_00223-1 60.92295 144.87119
#> s_008um_00131_00230-1 31.99674 203.94111
#> s_008um_00133_00224-1 67.87643 216.12597
#> s_008um_00128_00226-1 s_008um_00110_00231-1
#> s_008um_00110_00228-1 144.87119 23.99874
#> s_008um_00122_00239-1 114.53475 115.36858
#> s_008um_00125_00234-1 68.34763 122.36463
#> s_008um_00124_00223-1 39.99700 128.98352
#> s_008um_00131_00230-1 39.99755 168.17308
#> s_008um_00133_00224-1 43.07698 192.31328
#> s_008um_00128_00221-1 s_008um_00107_00219-1
#> s_008um_00110_00228-1 154.48999 75.89077
#> s_008um_00122_00239-1 151.77980 199.98773
#> s_008um_00125_00234-1 106.72706 187.43242
#> s_008um_00124_00223-1 35.77356 139.70073
#> s_008um_00131_00230-1 75.89076 211.18787
#> s_008um_00133_00224-1 46.64387 211.79081
#> s_008um_00116_00230-1 s_008um_00131_00225-1
#> s_008um_00110_00228-1 50.59181 169.68808
#> s_008um_00122_00239-1 86.52808 133.13652
#> s_008um_00125_00234-1 78.78400 86.52667
#> s_008um_00124_00223-1 85.03356 58.23546
#> s_008um_00131_00230-1 119.98777 39.99792
#> s_008um_00133_00224-1 144.20735 17.88678
#> s_008um_00130_00225-1 s_008um_00137_00235-1
#> s_008um_00110_00228-1 161.77325 223.12015
#> s_008um_00122_00239-1 128.98677 124.18057
#> s_008um_00125_00234-1 82.35914 96.32312
#> s_008um_00124_00223-1 50.59183 141.52455
#> s_008um_00131_00230-1 40.79010 62.47745
#> s_008um_00133_00224-1 25.29565 93.63271
#> s_008um_00131_00244-1 s_008um_00130_00234-1
#> s_008um_00110_00228-1 211.19017 167.02939
#> s_008um_00122_00239-1 82.35820 75.46456
#> s_008um_00125_00234-1 93.28981 39.99592
#> s_008um_00124_00223-1 177.07832 100.23411
#> s_008um_00131_00230-1 111.99407 32.98288
#> s_008um_00133_00224-1 160.78918 83.51734
#> s_008um_00137_00221-1 s_008um_00115_00226-1
#> s_008um_00110_00228-1 223.11824 43.07694
#> s_008um_00122_00239-1 187.43073 118.11196
#> s_008um_00125_00234-1 141.52260 102.44244
#> s_008um_00124_00223-1 105.21275 75.88690
#> s_008um_00131_00230-1 86.52672 131.92690
#> s_008um_00133_00224-1 39.99633 144.87123
#> s_008um_00132_00239-1 s_008um_00120_00223-1
#> s_008um_00110_00228-1 196.75728 89.43383
#> s_008um_00122_00239-1 79.99182 128.98954
#> s_008um_00125_00234-1 68.81331 96.65916
#> s_008um_00124_00223-1 143.10047 31.99675
#> s_008um_00131_00230-1 72.43936 104.29898
#> s_008um_00133_00224-1 120.25990 104.29683
#> s_008um_00130_00245-1 s_008um_00120_00242-1
#> s_008um_00110_00228-1 209.97526 137.62884
#> s_008um_00122_00239-1 79.99392 28.84219
#> s_008um_00125_00234-1 96.65908 75.46617
#> s_008um_00124_00223-1 182.41867 155.32282
#> s_008um_00131_00230-1 120.25983 130.21956
#> s_008um_00133_00224-1 169.69609 177.61494
#> s_008um_00120_00230-1 s_008um_00137_00222-1
#> s_008um_00110_00228-1 81.57643 221.24623
#> s_008um_00122_00239-1 73.75258 181.35751
#> s_008um_00125_00234-1 51.22122 135.75285
#> s_008um_00124_00223-1 64.49340 104.29656
#> s_008um_00131_00230-1 87.99104 79.99374
#> s_008um_00133_00224-1 114.53113 35.77357
#> s_008um_00127_00218-1 s_008um_00135_00228-1
#> s_008um_00110_00228-1 157.76937 199.97963
#> s_008um_00122_00239-1 172.68608 136.22279
#> s_008um_00125_00234-1 128.98903 93.28622
#> s_008um_00124_00223-1 46.64423 96.65603
#> s_008um_00131_00230-1 101.18769 35.77355
#> s_008um_00133_00224-1 67.87767 35.77513
#> s_008um_00112_00226-1 s_008um_00123_00247-1
#> s_008um_00110_00228-1 22.62546 184.1628
#> s_008um_00122_00239-1 131.20161 64.4947
#> s_008um_00125_00234-1 122.10491 105.2175
#> s_008um_00124_00223-1 98.94432 192.1563
#> s_008um_00131_00230-1 155.31698 150.2960
#> s_008um_00133_00224-1 168.74281 200.6255
#> s_008um_00119_00225-1 s_008um_00137_00239-1
#> s_008um_00110_00228-1 75.88687 233.21741
#> s_008um_00122_00239-1 114.53673 119.98774
#> s_008um_00125_00234-1 86.52811 103.99082
#> s_008um_00124_00223-1 43.07696 164.91380
#> s_008um_00131_00230-1 103.99085 86.52808
#> s_008um_00133_00224-1 112.27383 124.18704
#> s_008um_00106_00218-1 s_008um_00119_00226-1
#> s_008um_00110_00228-1 86.15813 73.74871
#> s_008um_00122_00239-1 211.19305 106.72786
#> s_008um_00125_00234-1 198.70155 79.99509
#> s_008um_00124_00223-1 149.43838 46.64311
#> s_008um_00131_00230-1 221.82789 101.18364
#> s_008um_00133_00224-1 221.24797 113.12542
#> s_008um_00127_00242-1 s_008um_00132_00243-1
#> s_008um_00110_00228-1 176.16883 212.99982
#> s_008um_00122_00239-1 46.64382 86.15495
#> s_008um_00125_00234-1 65.96628 91.20831
#> s_008um_00124_00223-1 153.87523 172.31612
#> s_008um_00131_00230-1 101.18649 104.30184
#> s_008um_00133_00224-1 151.77978 152.20221
#> s_008um_00121_00222-1 s_008um_00132_00242-1
#> s_008um_00110_00228-1 100.22986 208.59787
#> s_008um_00122_00239-1 136.22807 83.51467
#> s_008um_00125_00234-1 101.18766 85.03561
#> s_008um_00124_00223-1 25.29592 164.91540
#> s_008um_00131_00230-1 102.44247 96.32778
#> s_008um_00133_00224-1 97.31474 144.21431
#> s_008um_00122_00245-1 s_008um_00122_00228-1
#> s_008um_00110_00228-1 166.45912 95.99020
#> s_008um_00122_00239-1 47.99743 87.99536
#> s_008um_00125_00234-1 91.20844 53.66268
#> s_008um_00124_00223-1 176.71609 43.07851
#> s_008um_00131_00230-1 139.93247 73.74931
#> s_008um_00133_00224-1 189.63888 93.62809
#> s_008um_00112_00229-1 s_008um_00111_00223-1
#> s_008um_00110_00228-1 17.88703 40.7898
#> s_008um_00122_00239-1 113.12937 155.3226
#> s_008um_00125_00234-1 111.41713 142.4254
#> s_008um_00124_00223-1 107.32060 103.9894
#> s_008um_00131_00230-1 152.19503 169.5016
#> s_008um_00133_00224-1 172.67844 176.1640
#> s_008um_00118_00242-1 s_008um_00107_00221-1
#> s_008um_00110_00228-1 128.98876 60.92296
#> s_008um_00122_00239-1 39.99625 187.43406
#> s_008um_00125_00234-1 85.03405 177.61531
#> s_008um_00124_00223-1 159.38892 136.92439
#> s_008um_00131_00230-1 141.52190 205.03771
#> s_008um_00133_00224-1 187.43065 209.35933
#> s_008um_00132_00234-1 s_008um_00108_00221-1
#> s_008um_00110_00228-1 182.41094 58.23792
#> s_008um_00122_00239-1 89.43381 182.41673
#> s_008um_00125_00234-1 55.99429 171.19469
#> s_008um_00124_00223-1 108.80516 128.98339
#> s_008um_00131_00230-1 32.98316 197.56785
#> s_008um_00133_00224-1 80.39463 201.41496
#> s_008um_00112_00224-1 s_008um_00129_00218-1
#> s_008um_00110_00228-1 35.77459 171.75037
#> s_008um_00122_00239-1 144.21350 177.07646
#> s_008um_00125_00234-1 131.19997 131.93158
#> s_008um_00124_00223-1 96.32284 56.56371
#> s_008um_00131_00230-1 159.38420 97.31932
#> s_008um_00133_00224-1 167.98292 57.68544
#> s_008um_00113_00218-1 s_008um_00126_00241-1
#> s_008um_00110_00228-1 83.51734 164.91210
#> s_008um_00122_00239-1 182.76881 35.77404
#> s_008um_00125_00234-1 159.99022 56.56563
#> s_008um_00124_00223-1 96.65604 144.87875
#> s_008um_00131_00230-1 173.05298 96.65779
#> s_008um_00133_00224-1 167.02948 147.06850
#> s_008um_00131_00247-1 s_008um_00131_00226-1
#> s_008um_00110_00228-1 226.54076 168.74278
#> s_008um_00122_00239-1 96.32585 126.48136
#> s_008um_00125_00234-1 114.53627 79.99370
#> s_008um_00124_00223-1 199.98965 60.92087
#> s_008um_00131_00230-1 135.99278 31.99833
#> s_008um_00133_00224-1 184.68424 22.62548
#> s_008um_00107_00238-1 s_008um_00108_00240-1
#> s_008um_00110_00228-1 83.51725 97.31861
#> s_008um_00122_00239-1 120.25421 112.27371
#> s_008um_00125_00234-1 147.49736 144.20721
#> s_008um_00124_00223-1 181.35627 186.74596
#> s_008um_00131_00230-1 202.36495 200.61867
#> s_008um_00133_00224-1 236.21387 237.43033
#> s_008um_00133_00219-1 s_008um_00137_00238-1
#> s_008um_00110_00228-1 197.56542 230.31813
#> s_008um_00122_00239-1 182.59036 120.25397
#> s_008um_00125_00234-1 135.99042 101.18361
#> s_008um_00124_00223-1 78.78300 158.78521
#> s_008um_00131_00230-1 89.43767 79.99506
#> s_008um_00133_00224-1 39.99794 116.47578
#> s_008um_00111_00218-1 s_008um_00120_00244-1
#> s_008um_00110_00228-1 80.39464 150.93487
#> s_008um_00122_00239-1 189.64181 43.07845
#> s_008um_00125_00234-1 170.07136 89.43642
#> s_008um_00124_00223-1 111.41719 171.01057
#> s_008um_00131_00230-1 186.57546 142.42446
#> s_008um_00133_00224-1 182.41102 190.81532
#> s_008um_00121_00220-1 s_008um_00131_00236-1
#> s_008um_00110_00228-1 108.80160 179.76152
#> s_008um_00122_00239-1 152.20254 75.88687
#> s_008um_00125_00234-1 116.47582 50.59181
#> s_008um_00124_00223-1 33.93884 118.11199
#> s_008um_00131_00230-1 113.12943 47.99748
#> s_008um_00133_00224-1 101.18367 97.31870
#> s_008um_00133_00230-1 s_008um_00131_00240-1
#> s_008um_00110_00228-1 184.67588 193.47831
#> s_008um_00122_00239-1 113.69100 72.43586
#> s_008um_00125_00234-1 71.54708 67.87761
#> s_008um_00124_00223-1 91.20727 147.07038
#> s_008um_00131_00230-1 15.99837 79.99578
#> s_008um_00133_00224-1 47.99751 128.98898
#> s_008um_00131_00239-1 s_008um_00133_00227-1
#> s_008um_00110_00228-1 189.63640 184.15494
#> s_008um_00122_00239-1 71.99264 130.21960
#> s_008um_00125_00234-1 62.47744 85.03357
#> s_008um_00124_00223-1 139.70649 78.78404
#> s_008um_00131_00230-1 71.99621 28.84223
#> s_008um_00133_00224-1 121.05524 23.99876
#> s_008um_00133_00235-1 s_008um_00117_00238-1
#> s_008um_00110_00228-1 192.31521 97.64656
#> s_008um_00122_00239-1 93.62803 40.78820
#> s_008um_00125_00234-1 64.49168 71.54703
#> s_008um_00124_00223-1 119.99264 132.41450
#> s_008um_00131_00230-1 43.07903 128.98350
#> s_008um_00133_00224-1 87.99541 170.06711
#> s_008um_00122_00234-1 s_008um_00131_00222-1
#> s_008um_00110_00228-1 107.32216 174.70467
#> s_008um_00122_00239-1 39.99788 153.87219
#> s_008um_00125_00234-1 23.99755 107.32383
#> s_008um_00124_00223-1 89.43762 56.56272
#> s_008um_00131_00230-1 78.78294 63.99668
#> s_008um_00133_00224-1 118.91804 22.62589
#> s_008um_00132_00244-1 s_008um_00134_00223-1
#> s_008um_00110_00228-1 217.60690 196.10215
#> s_008um_00122_00239-1 89.43510 159.98738
#> s_008um_00125_00234-1 97.64652 113.69217
#> s_008um_00124_00223-1 179.76814 79.99189
#> s_008um_00131_00230-1 112.27953 60.92216
#> s_008um_00133_00224-1 160.19128 11.31274
#> s_008um_00119_00224-1 s_008um_00127_00243-1
#> s_008um_00110_00228-1 78.78293 181.35958
#> s_008um_00122_00239-1 122.37024 51.22119
#> s_008um_00125_00234-1 93.28988 73.75255
#> s_008um_00124_00223-1 40.78794 161.78173
#> s_008um_00131_00230-1 107.32219 108.80499
#> s_008um_00133_00224-1 111.98863 159.38895
#> s_008um_00123_00236-1 s_008um_00131_00238-1
#> s_008um_00110_00228-1 122.10490 186.05929
#> s_008um_00122_00239-1 25.29661 72.43557
#> s_008um_00125_00234-1 22.62546 57.68429
#> s_008um_00124_00223-1 104.30160 132.41638
#> s_008um_00131_00230-1 79.99257 63.99663
#> s_008um_00133_00224-1 124.95381 113.13077
#> s_008um_00121_00240-1 s_008um_00123_00218-1
#> s_008um_00110_00228-1 130.22195 131.19766
#> s_008um_00122_00239-1 11.31272 168.18141
#> s_008um_00125_00234-1 57.68440 128.98961
#> s_008um_00124_00223-1 138.09352 40.79012
#> s_008um_00131_00230-1 113.12729 115.37086
#> s_008um_00133_00224-1 159.98736 93.28775
#> s_008um_00134_00233-1 s_008um_00136_00244-1
#> s_008um_00110_00228-1 196.10354 244.2098
#> s_008um_00122_00239-1 107.32058 118.9177
#> s_008um_00125_00234-1 72.43560 118.9201
#> s_008um_00124_00223-1 113.12941 193.4832
#> s_008um_00131_00230-1 33.93881 118.9223
#> s_008um_00133_00224-1 72.43941 161.7817
#> s_008um_00124_00242-1 s_008um_00132_00233-1
#> s_008um_00110_00228-1 158.38110 180.47098
#> s_008um_00122_00239-1 28.84268 93.28617
#> s_008um_00125_00234-1 64.49444 56.56269
#> s_008um_00124_00223-1 151.99200 102.44357
#> s_008um_00131_00230-1 111.13141 25.29691
#> s_008um_00133_00224-1 160.98567 72.43912
#> s_008um_00115_00235-1 s_008um_00128_00243-1
#> s_008um_00110_00228-1 68.81444 187.43232
#> s_008um_00122_00239-1 64.49276 57.68427
#> s_008um_00125_00234-1 80.39068 75.89068
#> s_008um_00124_00223-1 119.99051 163.16030
#> s_008um_00131_00230-1 134.09064 106.72698
#> s_008um_00133_00224-1 168.74389 157.16559
#> s_008um_00118_00233-1 s_008um_00134_00246-1
#> s_008um_00110_00228-1 75.46582 239.9818
#> s_008um_00122_00239-1 57.68538 111.1304
#> s_008um_00125_00234-1 56.56297 119.9925
#> s_008um_00124_00223-1 93.28837 200.6282
#> s_008um_00131_00230-1 106.72227 130.2239
#> s_008um_00133_00224-1 139.92932 176.1726
#> s_008um_00111_00232-1 s_008um_00114_00222-1
#> s_008um_00110_00228-1 32.98316 57.68443
#> s_008um_00122_00239-1 104.29893 150.29819
#> s_008um_00125_00234-1 113.12593 130.22200
#> s_008um_00124_00223-1 126.47915 80.39102
#> s_008um_00131_00230-1 160.78139 150.29348
#> s_008um_00133_00224-1 187.25611 152.82463
#> s_008um_00106_00220-1 s_008um_00127_00235-1
#> s_008um_00110_00228-1 71.55028 147.06521
#> s_008um_00122_00239-1 198.70319 51.22028
#> s_008um_00125_00234-1 188.79251 17.88703
#> s_008um_00124_00223-1 145.97208 98.94950
#> s_008um_00131_00230-1 215.38751 51.22086
#> s_008um_00133_00224-1 218.33613 100.23258
#> s_008um_00123_00248-1 s_008um_00109_00218-1
#> s_008um_00110_00228-1 190.8185 80.39494
#> s_008um_00122_00239-1 72.4393 197.57401
#> s_008um_00125_00234-1 113.1306 181.00708
#> s_008um_00124_00223-1 200.1492 126.47958
#> s_008um_00131_00230-1 157.5710 200.46287
#> s_008um_00133_00224-1 207.9861 197.89041
#> s_008um_00135_00241-1 s_008um_00119_00219-1
#> s_008um_00110_00228-1 225.40509 101.81460
#> s_008um_00122_00239-1 105.21322 161.78178
#> s_008um_00125_00234-1 97.64489 129.23716
#> s_008um_00124_00223-1 168.75042 51.22125
#> s_008um_00131_00230-1 93.63266 130.22147
#> s_008um_00133_00224-1 136.93095 118.91784
#> s_008um_00134_00247-1 s_008um_00135_00225-1
#> s_008um_00110_00228-1 244.8654 201.41406
#> s_008um_00122_00239-1 115.3685 152.82689
#> s_008um_00125_00234-1 126.4834 107.61947
#> s_008um_00124_00223-1 207.9888 89.43407
#> s_008um_00131_00230-1 138.0943 51.22090
#> s_008um_00133_00224-1 184.1642 17.88704
#> s_008um_00115_00232-1 s_008um_00108_00225-1
#> s_008um_00110_00228-1 51.22122 28.84271
#> s_008um_00122_00239-1 79.19055 158.38113
#> s_008um_00125_00234-1 81.57642 153.87022
#> s_008um_00124_00223-1 101.81459 128.98279
#> s_008um_00131_00230-1 128.98278 188.27959
#> s_008um_00133_00224-1 157.56591 200.13944
#> s_008um_00128_00227-1 s_008um_00121_00237-1
#> s_008um_00110_00228-1 144.20723 113.69304
#> s_008um_00122_00239-1 107.32377 17.88755
#> s_008um_00125_00234-1 60.92212 39.99627
#> s_008um_00124_00223-1 45.25177 114.53589
#> s_008um_00131_00230-1 33.93882 97.64323
#> s_008um_00133_00224-1 46.64313 141.52254
#> s_008um_00107_00220-1 s_008um_00120_00238-1
#> s_008um_00110_00228-1 68.34848 113.12937
#> s_008um_00122_00239-1 193.64740 17.88702
#> s_008um_00125_00234-1 182.41453 51.22028
#> s_008um_00124_00223-1 138.08801 124.18591
#> s_008um_00131_00230-1 207.98172 108.80157
#> s_008um_00133_00224-1 210.42658 152.82689
#> s_008um_00125_00228-1 s_008um_00125_00225-1
#> s_008um_00110_00228-1 119.98776 122.36379
#> s_008um_00122_00239-1 91.20849 114.53587
#> s_008um_00125_00234-1 47.99748 71.99623
#> s_008um_00124_00223-1 40.79010 17.88757
#> s_008um_00131_00230-1 50.59182 62.47747
#> s_008um_00133_00224-1 71.54710 64.49142
#> s_008um_00127_00222-1 s_008um_00125_00220-1
#> s_008um_00110_00228-1 144.20733 135.98661
#> s_008um_00122_00239-1 141.75167 153.87440
#> s_008um_00125_00234-1 97.31871 111.99417
#> s_008um_00124_00223-1 25.29564 25.29665
#> s_008um_00131_00230-1 71.55027 93.28991
#> s_008um_00133_00224-1 50.59184 71.54815
#> s_008um_00114_00233-1 s_008um_00108_00227-1
#> s_008um_00110_00228-1 51.22178 17.88703
#> s_008um_00122_00239-1 79.99395 147.50208
#> s_008um_00125_00234-1 88.35404 147.06521
#> s_008um_00124_00223-1 113.12732 131.92575
#> s_008um_00131_00230-1 138.08710 185.54029
#> s_008um_00133_00224-1 168.17358 201.41405
#> s_008um_00137_00247-1 s_008um_00137_00223-1
#> s_008um_00110_00228-1 264.1008 219.64979
#> s_008um_00122_00239-1 135.9886 175.43887
#> s_008um_00125_00234-1 141.5250 130.21911
#> s_008um_00124_00223-1 218.3452 103.98946
#> s_008um_00131_00230-1 144.2144 73.75033
#> s_008um_00133_00224-1 186.7523 32.98146
#> s_008um_00117_00239-1 s_008um_00120_00219-1
#> s_008um_00110_00228-1 104.30113 107.61944
#> s_008um_00122_00239-1 39.99590 160.78981
#> s_008um_00125_00234-1 75.46454 126.48459
#> s_008um_00124_00223-1 139.70460 45.25178
#> s_008um_00131_00230-1 133.13375 124.44238
#> s_008um_00133_00224-1 175.43827 111.41720
#> s_008um_00118_00220-1 s_008um_00121_00224-1
#> s_008um_00110_00228-1 90.50186 93.62804
#> s_008um_00122_00239-1 155.32402 120.26017
#> s_008um_00125_00234-1 125.21295 86.15809
#> s_008um_00124_00223-1 53.66111 25.29564
#> s_008um_00131_00230-1 131.20000 93.28772
#> s_008um_00133_00224-1 124.18177 95.99025
#> s_008um_00109_00223-1 s_008um_00137_00243-1
#> s_008um_00110_00228-1 40.7901 247.0747
#> s_008um_00122_00239-1 164.9138 124.1817
#> s_008um_00125_00234-1 155.3199 119.9909
#> s_008um_00124_00223-1 119.9878 190.8185
#> s_008um_00131_00230-1 184.6774 114.5363
#> s_008um_00133_00224-1 192.1472 155.3240
#> s_008um_00123_00227-1 s_008um_00118_00236-1
#> s_008um_00110_00228-1 104.29648 90.50350
#> s_008um_00122_00239-1 96.32750 39.99697
#> s_008um_00125_00234-1 58.23789 58.23486
#> s_008um_00124_00223-1 32.98289 114.53477
#> s_008um_00131_00230-1 68.34590 114.53108
#> s_008um_00133_00224-1 83.51390 153.66093
#> s_008um_00135_00235-1 s_008um_00118_00240-1
#> s_008um_00110_00228-1 207.67263 115.37078
#> s_008um_00122_00239-1 108.80056 32.98142
#> s_008um_00125_00234-1 80.39099 73.74967
#> s_008um_00124_00223-1 130.22199 144.21284
#> s_008um_00131_00230-1 51.22177 131.19760
#> s_008um_00133_00224-1 89.43819 175.43883
#> s_008um_00124_00225-1 s_008um_00125_00236-1
#> s_008um_00110_00228-1 114.53071 135.98865
#> s_008um_00122_00239-1 113.13073 33.93818
#> s_008um_00125_00234-1 72.43939 15.99915
#> s_008um_00124_00223-1 15.99917 104.30190
#> s_008um_00131_00230-1 68.81335 67.87639
#> s_008um_00133_00224-1 72.43563 115.36889
#> s_008um_00126_00247-1 s_008um_00128_00230-1
#> s_008um_00110_00228-1 198.70308 144.87177
#> s_008um_00122_00239-1 71.55017 86.52662
#> s_008um_00125_00234-1 104.30179 39.99684
#> s_008um_00124_00223-1 192.65556 64.49442
#> s_008um_00131_00230-1 141.75158 23.99756
#> s_008um_00133_00224-1 192.32112 62.47693
#> s_008um_00130_00238-1 s_008um_00120_00247-1
#> s_008um_00110_00228-1 178.87026 171.75764
#> s_008um_00122_00239-1 64.49137 65.96567
#> s_008um_00125_00234-1 51.22120 111.41976
#> s_008um_00124_00223-1 129.23711 194.63727
#> s_008um_00131_00230-1 64.49447 161.97534
#> s_008um_00133_00224-1 114.53590 211.34217
#> s_008um_00127_00232-1 s_008um_00135_00242-1
#> s_008um_00110_00228-1 139.70068 229.2059
#> s_008um_00122_00239-1 68.81322 106.7231
#> s_008um_00125_00234-1 22.62546 102.4424
#> s_008um_00124_00223-1 75.89075 175.6260
#> s_008um_00131_00230-1 35.77354 101.1876
#> s_008um_00133_00224-1 79.99372 144.8788
#> s_008um_00125_00227-1 s_008um_00113_00227-1
#> s_008um_00110_00228-1 120.25399 25.29562
#> s_008um_00122_00239-1 98.94861 119.99261
#> s_008um_00125_00234-1 55.99707 111.13050
#> s_008um_00124_00223-1 32.98318 93.62805
#> s_008um_00131_00230-1 53.66109 145.97206
#> s_008um_00133_00224-1 68.34511 161.77328
#> s_008um_00131_00245-1 s_008um_00112_00233-1
#> s_008um_00110_00228-1 216.13216 43.07904
#> s_008um_00122_00239-1 86.52641 93.28767
#> s_008um_00125_00234-1 100.23402 104.29675
#> s_008um_00124_00223-1 184.68474 124.95266
#> s_008um_00131_00230-1 119.99364 153.86712
#> s_008um_00133_00224-1 168.75093 182.76013
#> s_008um_00129_00232-1 s_008um_00127_00240-1
#> s_008um_00110_00228-1 155.31696 166.45639
#> s_008um_00122_00239-1 79.18910 40.78820
#> s_008um_00125_00234-1 35.77353 50.59379
#> s_008um_00124_00223-1 82.36042 138.09439
#> s_008um_00131_00230-1 22.62547 86.15697
#> s_008um_00133_00224-1 71.54923 136.69525
#> s_008um_00134_00248-1 s_008um_00134_00239-1
#> s_008um_00110_00228-1 249.9097 211.18778
#> s_008um_00122_00239-1 119.9909 95.99019
#> s_008um_00125_00234-1 133.1386 82.35823
#> s_008um_00124_00223-1 215.3951 150.93492
#> s_008um_00131_00230-1 145.9788 75.89070
#> s_008um_00133_00224-1 192.1566 120.26019
#> s_008um_00120_00229-1 s_008um_00110_00225-1
#> s_008um_00110_00228-1 80.39099 23.99875
#> s_008um_00122_00239-1 81.58014 147.50321
#> s_008um_00125_00234-1 56.56469 139.93155
#> s_008um_00124_00223-1 57.68445 113.12538
#> s_008um_00131_00230-1 88.35407 172.67985
#> s_008um_00133_00224-1 111.41582 184.15497
#> s_008um_00124_00237-1 s_008um_00114_00225-1
#> s_008um_00110_00228-1 133.13598 39.99627
#> s_008um_00122_00239-1 22.62545 128.98879
#> s_008um_00125_00234-1 25.29662 113.69306
#> s_008um_00124_00223-1 111.99413 81.57588
#> s_008um_00131_00230-1 79.18912 141.74719
#> s_008um_00133_00224-1 126.48139 152.19478
#> s_008um_00118_00237-1 s_008um_00108_00241-1
#> s_008um_00110_00228-1 96.32647 105.2176
#> s_008um_00122_00239-1 35.77404 113.1253
#> s_008um_00125_00234-1 60.92001 147.0632
#> s_008um_00124_00223-1 121.84423 192.6494
#> s_008um_00131_00230-1 118.10694 203.9403
#> s_008um_00133_00224-1 158.78123 241.8365
#> s_008um_00115_00230-1 s_008um_00128_00234-1
#> s_008um_00110_00228-1 43.07749 151.77543
#> s_008um_00122_00239-1 91.20834 62.47631
#> s_008um_00125_00234-1 86.15498 23.99755
#> s_008um_00124_00223-1 91.20564 93.63272
#> s_008um_00131_00230-1 127.98695 39.99684
#> s_008um_00133_00224-1 151.77381 89.43652
#> s_008um_00107_00227-1 s_008um_00127_00229-1
#> s_008um_00110_00228-1 25.2959 136.22137
#> s_008um_00122_00239-1 153.6636 89.43646
#> s_008um_00125_00234-1 154.4919 43.07849
#> s_008um_00124_00223-1 139.6995 53.66270
#> s_008um_00131_00230-1 193.4750 32.98173
#> s_008um_00133_00224-1 209.3584 62.47637
#> s_008um_00125_00223-1 s_008um_00118_00232-1
#> s_008um_00110_00228-1 126.478147 71.54811
#> s_008um_00122_00239-1 130.223080 64.49438
#> s_008um_00125_00234-1 87.995405 58.23543
#> s_008um_00124_00223-1 7.999188 86.52666
#> s_008um_00131_00230-1 73.751630 105.21268
#> s_008um_00133_00224-1 64.491712 135.98663
#> s_008um_00119_00223-1 s_008um_00119_00244-1
#> s_008um_00110_00228-1 82.35696 146.85212
#> s_008um_00122_00239-1 130.22394 46.64413
#> s_008um_00125_00234-1 100.23411 93.28829
#> s_008um_00124_00223-1 39.99593 172.68598
#> s_008um_00131_00230-1 111.13053 147.50048
#> s_008um_00133_00224-1 112.27412 195.28975
#> s_008um_00123_00239-1 s_008um_00117_00240-1
#> s_008um_00110_00228-1 136.225224 111.13319
#> s_008um_00122_00239-1 7.999181 40.78791
#> s_008um_00125_00234-1 43.078470 79.99252
#> s_008um_00124_00223-1 128.242855 147.06847
#> s_008um_00131_00230-1 96.324709 137.62424
#> s_008um_00133_00224-1 144.211088 181.00370
#> s_008um_00120_00225-1 s_008um_00120_00221-1
#> s_008um_00110_00228-1 83.51385 97.64324
#> s_008um_00122_00239-1 113.13131 144.87877
#> s_008um_00125_00234-1 82.36041 111.42127
#> s_008um_00124_00223-1 35.77355 35.77407
#> s_008um_00131_00230-1 96.65602 113.69309
#> s_008um_00133_00224-1 104.29653 106.72318
#> s_008um_00117_00228-1 s_008um_00106_00219-1
#> s_008um_00110_00228-1 55.99428 78.78667
#> s_008um_00122_00239-1 96.65912 204.88713
#> s_008um_00125_00234-1 79.99397 193.64520
#> s_008um_00124_00223-1 68.81216 147.49863
#> s_008um_00131_00230-1 113.12596 218.48502
#> s_008um_00133_00224-1 131.92579 219.65125
#> s_008um_00109_00219-1 s_008um_00121_00229-1
#> s_008um_00110_00228-1 72.43942 88.35405
#> s_008um_00122_00239-1 190.81858 80.39487
#> s_008um_00125_00234-1 175.44152 51.22177
#> s_008um_00124_00223-1 124.18175 53.66191
#> s_008um_00131_00230-1 196.75737 80.39100
#> s_008um_00133_00224-1 196.10361 103.98953
#> s_008um_00116_00223-1 s_008um_00136_00226-1
#> s_008um_00110_00228-1 62.47633 208.59301
#> s_008um_00122_00239-1 136.69688 152.82633
#> s_008um_00125_00234-1 113.69418 108.80163
#> s_008um_00124_00223-1 63.99349 98.94520
#> s_008um_00131_00230-1 132.41219 51.22034
#> s_008um_00133_00224-1 136.22142 28.84216
#> s_008um_00132_00229-1 s_008um_00114_00218-1
#> s_008um_00110_00228-1 176.16394 86.15701
#> s_008um_00122_00239-1 113.12730 179.76821
#> s_008um_00125_00234-1 68.81215 155.32267
#> s_008um_00124_00223-1 79.99400 89.43519
#> s_008um_00131_00230-1 11.31274 166.45649
#> s_008um_00133_00224-1 40.78982 159.38425
#> s_008um_00116_00236-1 s_008um_00128_00223-1
#> s_008um_00110_00228-1 79.99508 149.43694
#> s_008um_00122_00239-1 53.66107 136.69524
#> s_008um_00125_00234-1 73.74870 91.20854
#> s_008um_00124_00223-1 122.10563 31.99675
#> s_008um_00131_00230-1 129.23083 60.92295
#> s_008um_00133_00224-1 166.45357 40.78824
#> s_008um_00129_00231-1 s_008um_00117_00243-1
#> s_008um_00110_00228-1 153.86800 132.41632
#> s_008um_00122_00239-1 85.03409 51.22026
#> s_008um_00125_00234-1 39.99628 96.32465
#> s_008um_00124_00223-1 75.46748 169.50613
#> s_008um_00131_00230-1 17.88677 152.82625
#> s_008um_00133_00224-1 64.49342 198.69955
#> s_008um_00113_00230-1 s_008um_00110_00224-1
#> s_008um_00110_00228-1 28.84215 31.99833
#> s_008um_00122_00239-1 101.81643 153.66532
#> s_008um_00125_00234-1 101.18361 144.21078
#> s_008um_00124_00223-1 104.29723 112.27380
#> s_008um_00131_00230-1 143.98532 174.70635
#> s_008um_00133_00224-1 167.02775 183.98129
#> s_008um_00125_00219-1 s_008um_00116_00228-1
#> s_008um_00110_00228-1 139.92931 47.99510
#> s_008um_00122_00239-1 161.78092 100.23407
#> s_008um_00125_00234-1 119.99376 86.52646
#> s_008um_00124_00223-1 32.98291 75.46460
#> s_008um_00131_00230-1 100.23414 121.05003
#> s_008um_00133_00224-1 75.46587 139.69958
#> s_008um_00112_00230-1 s_008um_00114_00230-1
#> s_008um_00110_00228-1 22.62588 35.77406
#> s_008um_00122_00239-1 107.62136 96.32645
#> s_008um_00125_00234-1 108.80168 93.62914
#> s_008um_00124_00223-1 111.12873 97.64325
#> s_008um_00131_00230-1 151.98450 135.98614
#> s_008um_00133_00224-1 174.70466 159.38253
#> s_008um_00123_00244-1 s_008um_00106_00226-1
#> s_008um_00110_00228-1 164.91375 35.77406
#> s_008um_00122_00239-1 40.79004 164.91212
#> s_008um_00125_00234-1 81.57953 164.90971
#> s_008um_00124_00223-1 168.18134 145.97118
#> s_008um_00131_00230-1 128.98671 202.52401
#> s_008um_00133_00224-1 178.87295 216.56950
#> s_008um_00116_00233-1 s_008um_00109_00241-1
#> s_008um_00110_00228-1 62.47746 104.3015
#> s_008um_00122_00239-1 67.87761 105.2126
#> s_008um_00125_00234-1 72.43587 139.6998
#> s_008um_00124_00223-1 102.44173 187.4306
#> s_008um_00131_00230-1 122.36379 196.7543
#> s_008um_00133_00224-1 153.86792 235.2649
#> s_008um_00106_00228-1 s_008um_00136_00231-1
#> s_008um_00110_00228-1 31.99673 209.35928
#> s_008um_00122_00239-1 155.31984 128.98353
#> s_008um_00125_00234-1 159.38415 91.20464
#> s_008um_00124_00223-1 149.43691 115.36864
#> s_008um_00131_00230-1 200.61887 40.78823
#> s_008um_00133_00224-1 218.33492 60.92294
#> s_008um_00129_00229-1 s_008um_00122_00231-1
#> s_008um_00110_00228-1 152.19503 98.94515
#> s_008um_00122_00239-1 97.64487 63.99662
#> s_008um_00125_00234-1 51.22086 33.93881
#> s_008um_00124_00223-1 62.47804 65.96578
#> s_008um_00131_00230-1 17.88703 72.43560
#> s_008um_00133_00224-1 51.22090 104.29727
#> s_008um_00131_00229-1 s_008um_00116_00222-1
#> s_008um_00110_00228-1 168.173392 67.87639
#> s_008um_00122_00239-1 107.619969 144.21453
#> s_008um_00125_00234-1 62.476342 119.99265
#> s_008um_00124_00223-1 73.751072 64.49170
#> s_008um_00131_00230-1 7.999582 135.98869
#> s_008um_00133_00224-1 43.078522 136.92442
#> s_008um_00130_00246-1 s_008um_00125_00233-1
#> s_008um_00110_00228-1 215.24269 126.479524
#> s_008um_00122_00239-1 85.03504 53.661866
#> s_008um_00125_00234-1 103.99438 7.999579
#> s_008um_00124_00223-1 190.14805 80.394916
#> s_008um_00131_00230-1 128.24279 53.660307
#> s_008um_00133_00224-1 177.61887 96.324765
#> s_008um_00113_00235-1 s_008um_00106_00224-1
#> s_008um_00110_00228-1 60.92292 45.25177
#> s_008um_00122_00239-1 78.78398 175.44147
#> s_008um_00125_00234-1 96.32279 171.75292
#> s_008um_00124_00223-1 130.21959 144.20723
#> s_008um_00131_00230-1 149.43690 205.65982
#> s_008um_00133_00224-1 182.58548 215.97802
#> s_008um_00136_00228-1 s_008um_00124_00233-1
#> s_008um_00110_00228-1 207.97882 118.91777
#> s_008um_00122_00239-1 142.42286 50.59323
#> s_008um_00125_00234-1 100.22989 11.31294
#> s_008um_00124_00223-1 103.99087 79.99583
#> s_008um_00131_00230-1 43.07697 60.92005
#> s_008um_00133_00224-1 39.99755 101.81463
#> s_008um_00130_00230-1 s_008um_00134_00242-1
#> s_008um_00110_00228-1 160.781988 222.26096
#> s_008um_00122_00239-1 96.324705 98.94513
#> s_008um_00125_00234-1 51.220309 96.32588
#> s_008um_00124_00223-1 73.751630 171.75770
#> s_008um_00131_00230-1 7.999187 98.94944
#> s_008um_00133_00224-1 53.661926 144.21460
#> s_008um_00126_00226-1 s_008um_00107_00229-1
#> s_008um_00110_00228-1 128.98278 25.29562
#> s_008um_00122_00239-1 108.80501 144.21073
#> s_008um_00125_00234-1 64.49449 149.43831
#> s_008um_00124_00223-1 28.84272 144.20730
#> s_008um_00131_00230-1 51.22123 192.14715
#> s_008um_00133_00224-1 58.23491 211.78932
#> s_008um_00131_00228-1 s_008um_00116_00232-1
#> s_008um_00110_00228-1 167.98288 57.68431
#> s_008um_00122_00239-1 113.69211 73.75159
#> s_008um_00125_00234-1 67.87640 73.74928
#> s_008um_00124_00223-1 68.81336 96.32473
#> s_008um_00131_00230-1 15.99917 121.04944
#> s_008um_00133_00224-1 35.77462 150.29135
#> s_008um_00123_00230-1 s_008um_00136_00229-1
#> s_008um_00110_00228-1 105.21325 208.13275
#> s_008um_00122_00239-1 72.43906 137.62429
#> s_008um_00125_00234-1 35.77512 96.65469
#> s_008um_00124_00223-1 56.56540 107.32220
#> s_008um_00131_00230-1 63.99349 40.78795
#> s_008um_00133_00224-1 93.28623 46.64495
#> s_008um_00131_00231-1 s_008um_00106_00221-1
#> s_008um_00110_00228-1 169.688929 64.49443
#> s_008um_00122_00239-1 96.324147 192.65296
#> s_008um_00125_00234-1 53.660304 184.15956
#> s_008um_00124_00223-1 85.035674 144.87180
#> s_008um_00131_00230-1 7.999582 212.54610
#> s_008um_00133_00224-1 58.237357 217.30772
#> s_008um_00126_00222-1 s_008um_00132_00248-1
#> s_008um_00110_00228-1 136.69015 237.8402
#> s_008um_00122_00239-1 139.70574 107.6213
#> s_008um_00125_00234-1 96.32755 125.2128
#> s_008um_00124_00223-1 17.88678 209.9795
#> s_008um_00131_00230-1 75.46749 144.2145
#> s_008um_00133_00224-1 58.23547 192.1563
#> s_008um_00136_00238-1 s_008um_00118_00229-1
#> s_008um_00110_00228-1 222.83426 64.49167
#> s_008um_00122_00239-1 112.27377 86.15805
#> s_008um_00125_00234-1 93.62913 68.81333
#> s_008um_00124_00223-1 153.66533 67.87641
#> s_008um_00131_00230-1 75.46744 104.29679
#> s_008um_00133_00224-1 114.53675 126.47818
#> s_008um_00130_00221-1 s_008um_00125_00226-1
#> s_008um_00110_00228-1 169.49966 121.04944
#> s_008um_00122_00239-1 157.57113 106.72700
#> s_008um_00125_00234-1 111.41992 63.99665
#> s_008um_00124_00223-1 50.59129 25.29692
#> s_008um_00131_00230-1 72.43942 57.68432
#> s_008um_00133_00224-1 33.93883 65.96291
#> s_008um_00128_00233-1 s_008um_00131_00233-1
#> s_008um_00110_00228-1 149.43832 172.67982
#> s_008um_00122_00239-1 67.87637 86.52498
#> s_008um_00125_00234-1 25.29563 48.65706
#> s_008um_00124_00223-1 86.15809 97.64659
#> s_008um_00131_00230-1 33.93820 23.99874
#> s_008um_00133_00224-1 82.35916 73.75206
#> s_008um_00115_00227-1 s_008um_00121_00223-1
#> s_008um_00110_00228-1 40.78792 96.65466
#> s_008um_00122_00239-1 111.13319 128.24314
#> s_008um_00125_00234-1 97.64492 93.63272
#> s_008um_00124_00223-1 78.78295 23.99756
#> s_008um_00131_00230-1 130.21795 97.64494
#> s_008um_00133_00224-1 145.97122 96.32316
#> s_008um_00132_00246-1 s_008um_00121_00239-1
#> s_008um_00110_00228-1 227.38602 124.442306
#> s_008um_00122_00239-1 97.64486 7.999181
#> s_008um_00125_00234-1 111.13313 51.220834
#> s_008um_00124_00223-1 194.80252 130.223077
#> s_008um_00131_00230-1 128.24308 107.619406
#> s_008um_00133_00224-1 176.17228 153.662594
#> s_008um_00112_00228-1 s_008um_00130_00218-1
#> s_008um_00110_00228-1 15.99836 178.86772
#> s_008um_00122_00239-1 118.92071 179.76604
#> s_008um_00125_00234-1 114.53268 134.09619
#> s_008um_00124_00223-1 103.98949 62.47639
#> s_008um_00131_00230-1 152.82458 96.32789
#> s_008um_00133_00224-1 171.00279 53.66272
#> s_008um_00126_00244-1 s_008um_00137_00246-1
#> s_008um_00110_00228-1 181.00696 259.5793
#> s_008um_00122_00239-1 51.22174 132.4121
#> s_008um_00125_00234-1 80.39484 135.7552
#> s_008um_00124_00223-1 168.75151 211.3455
#> s_008um_00131_00230-1 118.92091 136.6968
#> s_008um_00133_00224-1 169.50617 178.8763
#> s_008um_00115_00236-1 s_008um_00119_00220-1
#> s_008um_00110_00228-1 75.46746 96.32417
#> s_008um_00122_00239-1 60.92082 153.87526
#> s_008um_00125_00234-1 81.57583 121.84589
#> s_008um_00124_00223-1 126.48135 46.64387
#> s_008um_00131_00230-1 136.69011 124.95496
#> s_008um_00133_00224-1 173.05000 116.47094
#> s_008um_00128_00224-1 s_008um_00116_00227-1
#> s_008um_00110_00228-1 147.49746 48.65705
#> s_008um_00122_00239-1 129.23547 107.32534
#> s_008um_00125_00234-1 83.51733 91.20725
#> s_008um_00124_00223-1 32.98173 71.54708
#> s_008um_00131_00230-1 53.66269 122.36467
#> s_008um_00133_00224-1 39.99594 138.08715
#> s_008um_00126_00232-1 s_008um_00135_00232-1
#> s_008um_00110_00228-1 131.92687 202.52401
#> s_008um_00122_00239-1 64.49336 118.10695
#> s_008um_00125_00234-1 17.88730 81.57587
#> s_008um_00124_00223-1 73.75262 113.69307
#> s_008um_00131_00230-1 43.07696 35.77406
#> s_008um_00133_00224-1 85.03415 65.96634
#> s_008um_00126_00243-1 s_008um_00124_00246-1
#> s_008um_00110_00228-1 175.44143 182.41664
#> s_008um_00122_00239-1 45.25173 58.23783
#> s_008um_00125_00234-1 72.43933 96.32744
#> s_008um_00124_00223-1 160.78976 183.99029
#> s_008um_00131_00230-1 111.41983 139.70454
#> s_008um_00133_00224-1 161.97723 190.14524
#> s_008um_00125_00237-1 s_008um_00128_00220-1
#> s_008um_00110_00228-1 139.93153 157.56591
#> s_008um_00122_00239-1 28.84165 159.38898
#> s_008um_00125_00234-1 23.99873 114.53593
#> s_008um_00124_00223-1 112.27959 39.99631
#> s_008um_00131_00230-1 73.75027 83.51819
#> s_008um_00133_00224-1 122.10567 51.22125
#> s_008um_00109_00227-1 s_008um_00110_00230-1
#> s_008um_00110_00228-1 11.31294 15.99916
#> s_008um_00122_00239-1 141.52452 119.99093
#> s_008um_00125_00234-1 139.70179 124.18169
#> s_008um_00124_00223-1 124.18058 125.20736
#> s_008um_00131_00230-1 177.61132 167.98287
#> s_008um_00133_00224-1 193.47421 190.13822
#> s_008um_00111_00225-1 s_008um_00118_00246-1
#> s_008um_00110_00228-1 25.29663 157.57316
#> s_008um_00122_00239-1 142.42705 64.49331
#> s_008um_00125_00234-1 133.13601 111.13134
#> s_008um_00124_00223-1 105.21269 190.14632
#> s_008um_00131_00230-1 164.90862 164.91076
#> s_008um_00133_00224-1 176.16368 213.00004
#> s_008um_00124_00243-1 s_008um_00113_00226-1
#> s_008um_00110_00228-1 164.13534 28.84166
#> s_008um_00122_00239-1 35.77509 126.48351
#> s_008um_00125_00234-1 72.43904 115.36861
#> s_008um_00124_00223-1 159.99158 91.20464
#> s_008um_00131_00230-1 118.11013 147.49860
#> s_008um_00133_00224-1 168.17882 160.78145
#> s_008um_00125_00238-1 s_008um_00133_00236-1
#> s_008um_00110_00228-1 144.21074 194.79500
#> s_008um_00122_00239-1 25.29562 91.20461
#> s_008um_00125_00234-1 31.99831 65.96344
#> s_008um_00124_00223-1 120.26019 126.48354
#> s_008um_00131_00230-1 79.99367 50.59381
#> s_008um_00133_00224-1 128.98679 95.99499
#> s_008um_00120_00227-1 s_008um_00114_00228-1
#> s_008um_00110_00228-1 80.39069 31.99673
#> s_008um_00122_00239-1 97.31923 108.80512
#> s_008um_00125_00234-1 68.81444 100.23140
#> s_008um_00124_00223-1 45.25094 89.43384
#> s_008um_00131_00230-1 91.20549 136.92437
#> s_008um_00133_00224-1 106.72231 155.31586
#> s_008um_00124_00229-1 s_008um_00127_00228-1
#> s_008um_00110_00228-1 112.27407 135.98613
#> s_008um_00122_00239-1 81.57956 96.65779
#> s_008um_00125_00234-1 40.79008 50.59326
#> s_008um_00124_00223-1 47.99750 46.64495
#> s_008um_00131_00230-1 56.56299 35.77406
#> s_008um_00133_00224-1 82.35701 57.68337
#> s_008um_00124_00226-1 s_008um_00121_00230-1
#> s_008um_00110_00228-1 113.12537 89.43402
#> s_008um_00122_00239-1 105.21762 72.43936
#> s_008um_00125_00234-1 64.49478 45.25175
#> s_008um_00124_00223-1 23.99876 60.92214
#> s_008um_00131_00230-1 64.49279 79.99185
#> s_008um_00133_00224-1 73.74876 107.32064
#> s_008um_00126_00246-1 s_008um_00121_00232-1
#> s_008um_00110_00228-1 192.65287 93.62914
#> s_008um_00122_00239-1 64.49434 56.56564
#> s_008um_00125_00234-1 96.32774 35.77405
#> s_008um_00124_00223-1 184.68482 75.88991
#> s_008um_00131_00230-1 134.09604 81.57587
#> s_008um_00133_00224-1 184.68280 115.36670
#> s_008um_00134_00228-1 s_008um_00135_00243-1
#> s_008um_00110_00228-1 191.98044 233.2192
#> s_008um_00122_00239-1 130.21904 108.8017
#> s_008um_00125_00234-1 86.52502 107.6213
#> s_008um_00124_00223-1 89.43517 182.5931
#> s_008um_00131_00230-1 28.84168 108.8061
#> s_008um_00133_00224-1 32.98318 152.8320
#> s_008um_00127_00227-1 s_008um_00119_00246-1
#> s_008um_00110_00228-1 136.22108 160.98796
#> s_008um_00122_00239-1 103.99309 60.92204
#> s_008um_00125_00234-1 58.23733 107.32369
#> s_008um_00124_00223-1 39.99756 188.28655
#> s_008um_00131_00230-1 39.99699 159.98726
#> s_008um_00133_00224-1 53.66033 208.59877
#> s_008um_00127_00224-1 s_008um_00113_00224-1
#> s_008um_00110_00228-1 139.69955 39.99683
#> s_008um_00122_00239-1 126.48315 139.93480
#> s_008um_00125_00234-1 81.57961 124.95493
#> s_008um_00124_00223-1 25.29592 88.35379
#> s_008um_00131_00230-1 57.68542 151.77546
#> s_008um_00133_00224-1 47.99513 159.98374
#> s_008um_00127_00247-1 s_008um_00111_00231-1
#> s_008um_00110_00228-1 203.94736 25.29691
#> s_008um_00122_00239-1 75.46739 108.80346
#> s_008um_00125_00234-1 105.21813 114.53155
#> s_008um_00124_00223-1 193.48425 122.10291
#> s_008um_00131_00230-1 139.70565 160.18341
#> s_008um_00133_00224-1 190.14635 184.67540
#> s_008um_00123_00241-1 s_008um_00131_00248-1
#> s_008um_00110_00228-1 147.06817 231.9838
#> s_008um_00122_00239-1 17.88755 101.8164
#> s_008um_00125_00234-1 58.23729 121.8458
#> s_008um_00124_00223-1 144.21430 207.6813
#> s_008um_00131_00230-1 108.80322 143.9924
#> s_008um_00133_00224-1 157.77312 192.6550
#> s_008um_00131_00234-1 s_008um_00120_00246-1
#> s_008um_00110_00228-1 174.70631 164.72072
#> s_008um_00122_00239-1 82.35695 58.23726
#> s_008um_00125_00234-1 47.99511 103.99301
#> s_008um_00124_00223-1 104.30116 186.75116
#> s_008um_00131_00230-1 31.99832 155.31988
#> s_008um_00133_00224-1 81.57962 204.41588
#> s_008um_00134_00243-1 s_008um_00106_00237-1
#> s_008um_00110_00228-1 226.3974 78.78549
#> s_008um_00122_00239-1 101.1836 128.98329
#> s_008um_00125_00234-1 101.8164 153.86705
#> s_008um_00124_00223-1 178.8756 182.41119
#> s_008um_00131_00230-1 106.7278 207.67059
#> s_008um_00133_00224-1 152.2025 239.70922
#> s_008um_00130_00223-1 s_008um_00115_00221-1
#> s_008um_00110_00228-1 164.90720 68.81325
#> s_008um_00122_00239-1 143.09839 154.49752
#> s_008um_00125_00234-1 96.65785 131.20165
#> s_008um_00124_00223-1 47.99513 73.74932
#> s_008um_00131_00230-1 56.56569 146.84844
#> s_008um_00133_00224-1 25.29592 145.97211
#> s_008um_00112_00227-1 s_008um_00135_00219-1
#> s_008um_00110_00228-1 17.88676 212.54366
#> s_008um_00122_00239-1 124.95601 190.81542
#> s_008um_00125_00234-1 118.10876 144.21116
#> s_008um_00124_00223-1 101.18252 93.62812
#> s_008um_00131_00230-1 153.86801 93.63168
#> s_008um_00133_00224-1 169.68810 43.07854
#> s_008um_00124_00240-1 s_008um_00129_00219-1
#> s_008um_00110_00228-1 147.50207 168.17360
#> s_008um_00122_00239-1 17.88702 169.50622
#> s_008um_00125_00234-1 48.65931 124.18597
#> s_008um_00124_00223-1 135.99286 51.22035
#> s_008um_00131_00230-1 97.64487 89.43823
#> s_008um_00133_00224-1 146.84989 51.22181
#> s_008um_00126_00245-1 s_008um_00137_00224-1
#> s_008um_00110_00228-1 186.74938 218.33495
#> s_008um_00122_00239-1 57.68536 169.69101
#> s_008um_00125_00234-1 88.35829 124.95273
#> s_008um_00124_00223-1 176.71668 104.29684
#> s_008um_00131_00230-1 126.48309 67.87644
#> s_008um_00133_00224-1 177.07638 31.99676
#> s_008um_00127_00225-1 s_008um_00130_00222-1
#> s_008um_00110_00228-1 138.08711 167.02774
#> s_008um_00122_00239-1 118.92095 150.29608
#> s_008um_00125_00234-1 73.75204 103.99315
#> s_008um_00124_00223-1 28.84216 48.65709
#> s_008um_00131_00230-1 51.22179 64.49481
#> s_008um_00133_00224-1 48.65709 28.84217
#> s_008um_00126_00239-1 s_008um_00114_00229-1
#> s_008um_00110_00228-1 155.31984 32.98172
#> s_008um_00122_00239-1 31.99673 102.44353
#> s_008um_00125_00234-1 40.79006 96.65599
#> s_008um_00124_00223-1 128.98955 93.28620
#> s_008um_00131_00230-1 82.35911 136.22138
#> s_008um_00133_00224-1 132.41453 157.15887
#> s_008um_00123_00219-1 s_008um_00122_00230-1
#> s_008um_00110_00228-1 126.47918 97.31469
#> s_008um_00122_00239-1 160.19133 71.99620
#> s_008um_00125_00234-1 121.05585 39.99754
#> s_008um_00124_00223-1 32.98319 58.23735
#> s_008um_00131_00230-1 108.80519 71.99267
#> s_008um_00133_00224-1 89.43519 100.22990
#> s_008um_00118_00247-1 s_008um_00121_00226-1
#> s_008um_00110_00228-1 164.9153 89.43344
#> s_008um_00122_00239-1 71.5491 104.30186
#> s_008um_00125_00234-1 118.1101 71.55024
#> s_008um_00124_00223-1 197.8972 33.93821
#> s_008um_00131_00230-1 171.1938 86.15500
#> s_008um_00133_00224-1 219.6558 97.31416
#> s_008um_00131_00219-1 s_008um_00107_00228-1
#> s_008um_00110_00228-1 182.76017 23.99755
#> s_008um_00122_00239-1 175.44188 148.79728
#> s_008um_00125_00234-1 129.23555 151.77542
#> s_008um_00124_00223-1 64.49182 141.74576
#> s_008um_00131_00230-1 87.99545 192.64622
#> s_008um_00133_00224-1 43.07907 210.42537
#> s_008um_00111_00229-1 s_008um_00128_00225-1
#> s_008um_00110_00228-1 11.31294 145.97119
#> s_008um_00122_00239-1 118.92015 121.84423
#> s_008um_00125_00234-1 118.91777 75.88991
#> s_008um_00124_00223-1 114.53109 35.77407
#> s_008um_00131_00230-1 160.18371 46.64495
#> s_008um_00133_00224-1 180.46958 40.78796
#> s_008um_00126_00240-1 s_008um_00127_00223-1
#> s_008um_00110_00228-1 159.98792 141.74578
#> s_008um_00122_00239-1 32.98171 134.09611
#> s_008um_00125_00234-1 48.65960 89.43762
#> s_008um_00124_00223-1 136.93095 23.99756
#> s_008um_00131_00230-1 89.43647 64.49442
#> s_008um_00133_00224-1 139.70463 48.65737
#> s_008um_00122_00218-1 s_008um_00125_00232-1
#> s_008um_00110_00228-1 124.95269 124.18170
#> s_008um_00122_00239-1 167.99122 60.92209
#> s_008um_00125_00234-1 130.22400 15.99916
#> s_008um_00124_00223-1 43.07907 72.43941
#> s_008um_00131_00230-1 119.99268 50.59127
#> s_008um_00133_00224-1 100.23146 90.50189
#> s_008um_00118_00225-1 s_008um_00119_00232-1
#> s_008um_00110_00228-1 68.34506 78.78401
#> s_008um_00122_00239-1 116.47576 60.92290
#> s_008um_00125_00234-1 91.20837 50.59181
#> s_008um_00124_00223-1 50.59127 82.35914
#> s_008um_00131_00230-1 111.41716 97.31412
#> s_008um_00133_00224-1 120.25404 128.98357
#> s_008um_00115_00229-1 s_008um_00132_00219-1
#> s_008um_00110_00228-1 40.78821 190.13863
#> s_008um_00122_00239-1 97.64655 178.87303
#> s_008um_00125_00234-1 89.43514 132.41459
#> s_008um_00124_00223-1 86.52501 71.54712
#> s_008um_00131_00230-1 128.23686 88.35814
#> s_008um_00133_00224-1 149.43696 40.79012
#> s_008um_00107_00225-1 s_008um_00120_00233-1
#> s_008um_00110_00228-1 33.93883 89.43514
#> s_008um_00122_00239-1 164.13481 50.59379
#> s_008um_00125_00234-1 160.98326 40.78821
#> s_008um_00124_00223-1 136.92379 86.15700
#> s_008um_00131_00230-1 196.10355 91.20463
#> s_008um_00133_00224-1 208.13248 126.47919
#> s_008um_00122_00224-1 s_008um_00132_00247-1
#> s_008um_00110_00228-1 101.18251 232.5343
#> s_008um_00122_00239-1 119.99369 102.4424
#> s_008um_00125_00234-1 83.51816 118.1119
#> s_008um_00124_00223-1 17.88677 202.3752
#> s_008um_00131_00230-1 86.52648 136.2280
#> s_008um_00133_00224-1 87.99107 184.1640
#> s_008um_00119_00248-1 s_008um_00119_00229-1
#> s_008um_00110_00228-1 175.44413 72.43588
#> s_008um_00122_00239-1 75.88979 83.51813
#> s_008um_00125_00234-1 121.84411 62.47746
#> s_008um_00124_00223-1 203.94887 62.47691
#> s_008um_00131_00230-1 173.05317 96.32313
#> s_008um_00133_00224-1 222.26280 118.91644
#> s_008um_00122_00232-1 s_008um_00133_00231-1
#> s_008um_00110_00228-1 101.18362 185.54029
#> s_008um_00122_00239-1 55.99704 108.80157
#> s_008um_00125_00234-1 28.84215 68.34508
#> s_008um_00124_00223-1 73.75205 96.32594
#> s_008um_00131_00230-1 73.74873 17.88703
#> s_008um_00133_00224-1 108.80163 55.99709
#> s_008um_00131_00237-1 s_008um_00119_00241-1
#> s_008um_00110_00228-1 182.76252 126.48350
#> s_008um_00122_00239-1 73.74870 28.84164
#> s_008um_00125_00234-1 53.66107 73.75023
#> s_008um_00124_00223-1 125.21292 149.44323
#> s_008um_00131_00230-1 55.99705 130.21901
#> s_008um_00133_00224-1 105.21767 176.16737
#> s_008um_00127_00221-1 s_008um_00118_00238-1
#> s_008um_00110_00228-1 147.06335 102.44354
#> s_008um_00122_00239-1 149.44327 32.98171
#> s_008um_00125_00234-1 105.21768 64.49174
#> s_008um_00124_00223-1 28.84169 129.23547
#> s_008um_00131_00230-1 78.78666 122.10289
#> s_008um_00133_00224-1 53.66111 164.13184
#> s_008um_00124_00227-1 s_008um_00130_00219-1
#> s_008um_00110_00228-1 112.27378 175.43612
#> s_008um_00122_00239-1 97.31865 172.31401
#> s_008um_00125_00234-1 56.56567 126.48322
#> s_008um_00124_00223-1 31.99834 57.68338
#> s_008um_00131_00230-1 60.92086 88.35842
#> s_008um_00133_00224-1 75.88692 46.64497
#> s_008um_00128_00218-1 s_008um_00132_00230-1
#> s_008um_00110_00228-1 164.71398 176.708128
#> s_008um_00122_00239-1 174.71202 107.619411
#> s_008um_00125_00234-1 130.22315 64.491774
#> s_008um_00124_00223-1 51.22091 85.035117
#> s_008um_00131_00230-1 98.94955 7.999187
#> s_008um_00133_00224-1 62.47806 48.659366
#> s_008um_00109_00230-1 s_008um_00109_00226-1
#> s_008um_00110_00228-1 17.88729 17.88756
#> s_008um_00122_00239-1 126.48130 147.06819
#> s_008um_00125_00234-1 131.92686 143.09623
#> s_008um_00124_00223-1 132.41030 122.36380
#> s_008um_00131_00230-1 175.98205 178.86807
#> s_008um_00133_00224-1 197.88864 192.64568
#> s_008um_00117_00230-1 s_008um_00113_00232-1
#> s_008um_00110_00228-1 58.23544 39.99754
#> s_008um_00122_00239-1 82.36038 91.20722
#> s_008um_00125_00234-1 71.54811 97.31468
#> s_008um_00124_00223-1 79.18914 113.69101
#> s_008um_00131_00230-1 111.98859 144.87118
#> s_008um_00133_00224-1 136.69017 172.30782
#> s_008um_00113_00222-1 s_008um_00130_00244-1
#> s_008um_00110_00228-1 53.66190 204.88481
#> s_008um_00122_00239-1 153.87450 75.46578
#> s_008um_00125_00234-1 135.75529 89.43774
#> s_008um_00124_00223-1 88.35408 174.71363
#> s_008um_00131_00230-1 157.56805 112.27923
#> s_008um_00133_00224-1 160.78204 161.78087
#> s_008um_00113_00233-1 s_008um_00137_00232-1
#> s_008um_00110_00228-1 46.64494 218.33607
#> s_008um_00122_00239-1 86.52643 132.41030
#> s_008um_00125_00234-1 96.32309 97.31414
#> s_008um_00124_00223-1 118.91800 126.48135
#> s_008um_00131_00230-1 145.97117 50.59182
#> s_008um_00133_00224-1 175.43609 71.55025
#> s_008um_00136_00240-1 s_008um_00137_00237-1
#> s_008um_00110_00228-1 229.06534 227.66314
#> s_008um_00122_00239-1 112.27405 121.04942
#> s_008um_00125_00234-1 100.23138 98.94515
#> s_008um_00124_00223-1 166.45917 152.82967
#> s_008um_00131_00230-1 89.43777 73.75159
#> s_008um_00133_00224-1 130.22394 108.80616
#> s_008um_00110_00229-1 s_008um_00108_00229-1
#> s_008um_00110_00228-1 7.99958 17.88676
#> s_008um_00122_00239-1 124.95489 137.62664
#> s_008um_00125_00234-1 126.47952 141.74715
#> s_008um_00124_00223-1 121.84007 136.69013
#> s_008um_00131_00230-1 168.17338 184.15521
#> s_008um_00133_00224-1 188.27817 203.93968
#> s_008um_00123_00222-1 s_008um_00122_00226-1
#> s_008um_00110_00228-1 114.53109 97.31411
#> s_008um_00122_00239-1 136.22778 103.99453
#> s_008um_00125_00234-1 97.31928 68.34844
#> s_008um_00124_00223-1 11.31294 28.84223
#> s_008um_00131_00230-1 90.50354 78.78402
#> s_008um_00133_00224-1 81.57648 89.43349
#> s_008um_00129_00240-1 s_008um_00120_00226-1
#> s_008um_00110_00228-1 179.76330 81.57585
#> s_008um_00122_00239-1 56.56296 105.21820
#> s_008um_00125_00234-1 57.68538 75.46747
#> s_008um_00124_00223-1 141.75306 39.99630
#> s_008um_00131_00230-1 81.57957 93.62916
#> s_008um_00133_00224-1 131.93152 105.21272
#> s_008um_00124_00224-1 s_008um_00118_00226-1
#> s_008um_00110_00228-1 116.469754 65.96286
#> s_008um_00122_00239-1 121.055212 108.80613
#> s_008um_00125_00234-1 80.394908 85.03566
#> s_008um_00124_00223-1 7.999586 53.66031
#> s_008um_00131_00230-1 73.751068 108.80171
#> s_008um_00133_00224-1 71.992695 121.04948
#> s_008um_00109_00225-1 s_008um_00116_00235-1
#> s_008um_00110_00228-1 25.29692 73.75161
#> s_008um_00122_00239-1 152.82965 57.68429
#> s_008um_00125_00234-1 146.84841 72.43557
#> s_008um_00124_00223-1 121.04945 115.36886
#> s_008um_00131_00230-1 180.47100 126.47813
#> s_008um_00133_00224-1 192.14692 161.97217
#> s_008um_00135_00244-1 s_008um_00123_00238-1
#> s_008um_00110_00228-1 237.4343 131.19994
#> s_008um_00122_00239-1 111.4171 11.31272
#> s_008um_00125_00234-1 113.1293 35.77458
#> s_008um_00124_00223-1 189.6417 120.25989
#> s_008um_00131_00230-1 116.4757 90.50184
#> s_008um_00133_00224-1 160.7898 137.62651
#> s_008um_00136_00220-1 s_008um_00111_00226-1
#> s_008um_00110_00228-1 217.60123 17.88729
#> s_008um_00122_00239-1 188.79200 136.22635
#> s_008um_00125_00234-1 142.42461 128.98556
#> s_008um_00124_00223-1 98.94438 106.72228
#> s_008um_00131_00230-1 89.43657 163.15289
#> s_008um_00133_00224-1 39.99689 176.70758
#> s_008um_00135_00245-1 s_008um_00113_00229-1
#> s_008um_00110_00228-1 241.8406 25.2959
#> s_008um_00122_00239-1 114.5326 107.6219
#> s_008um_00125_00234-1 118.9207 103.9908
#> s_008um_00124_00223-1 196.7631 100.2299
#> s_008um_00131_00230-1 124.1870 144.2075
#> s_008um_00133_00224-1 168.7515 164.9072
#> s_008um_00106_00227-1 s_008um_00126_00218-1
#> s_008um_00110_00228-1 32.98172 150.92921
#> s_008um_00122_00239-1 159.98792 171.01066
#> s_008um_00125_00234-1 161.97305 128.24292
#> s_008um_00124_00223-1 147.49744 43.07854
#> s_008um_00131_00230-1 201.41489 103.99452
#> s_008um_00133_00224-1 217.30681 73.75109
#> s_008um_00111_00228-1 s_008um_00133_00233-1
#> s_008um_00110_00228-1 7.999182 188.27957
#> s_008um_00122_00239-1 124.442306 100.22984
#> s_008um_00125_00234-1 121.841684 64.49139
#> s_008um_00124_00223-1 111.415778 107.62196
#> s_008um_00131_00230-1 160.781992 28.84270
#> s_008um_00133_00224-1 178.866943 71.99625
#> s_008um_00134_00244-1 s_008um_00130_00243-1
#> s_008um_00110_00228-1 230.7372 199.98488
#> s_008um_00122_00239-1 103.9908 71.54808
#> s_008um_00125_00234-1 107.6219 82.36035
#> s_008um_00124_00223-1 186.0651 167.03627
#> s_008um_00131_00230-1 114.5367 104.30155
#> s_008um_00133_00224-1 160.1916 153.87437
#> s_008um_00135_00239-1 s_008um_00122_00240-1
#> s_008um_00110_00228-1 218.48493 135.755239
#> s_008um_00122_00239-1 103.98937 7.999574
#> s_008um_00125_00234-1 89.43512 53.661862
#> s_008um_00124_00223-1 155.32261 136.930365
#> s_008um_00131_00230-1 78.78660 107.619961
#> s_008um_00133_00224-1 121.05581 155.319969
#> s_008um_00117_00236-1 s_008um_00122_00220-1
#> s_008um_00110_00228-1 85.03565 115.36667
#> s_008um_00122_00239-1 46.64383 151.99204
#> s_008um_00125_00234-1 65.96285 114.53678
#> s_008um_00124_00223-1 118.11017 28.84272
#> s_008um_00131_00230-1 121.84006 107.62198
#> s_008um_00133_00224-1 159.98515 93.62919
#> s_008um_00115_00228-1 s_008um_00135_00240-1
#> s_008um_00110_00228-1 39.99591 221.82778
#> s_008um_00122_00239-1 104.30113 104.29675
#> s_008um_00125_00234-1 93.28769 93.28767
#> s_008um_00124_00223-1 82.35698 161.97814
#> s_008um_00131_00230-1 128.98337 86.15804
#> s_008um_00133_00224-1 147.49749 128.98955
#> s_008um_00126_00235-1 s_008um_00117_00235-1
#> s_008um_00110_00228-1 139.70179 79.19057
#> s_008um_00122_00239-1 45.25090 51.22120
#> s_008um_00125_00234-1 11.31294 64.49137
#> s_008um_00124_00223-1 97.31927 111.13144
#> s_008um_00131_00230-1 56.56366 118.91639
#> s_008um_00133_00224-1 104.29945 155.31723
#> s_008um_00133_00229-1 s_008um_00130_00235-1
#> s_008um_00110_00228-1 184.15523 169.50155
#> s_008um_00122_00239-1 118.91800 71.54705
#> s_008um_00125_00234-1 75.46460 40.78822
#> s_008um_00124_00223-1 86.52648 107.32537
#> s_008um_00131_00230-1 17.88677 40.78980
#> s_008um_00133_00224-1 39.99792 91.20854
#> s_008um_00109_00224-1 s_008um_00128_00242-1
#> s_008um_00110_00228-1 32.98317 182.41445
#> s_008um_00122_00239-1 158.78520 53.66106
#> s_008um_00125_00234-1 150.93166 68.34840
#> s_008um_00124_00223-1 120.25401 155.32398
#> s_008um_00131_00230-1 182.41097 98.94860
#> s_008um_00133_00224-1 191.98047 149.44326
#> s_008um_00121_00219-1 s_008um_00128_00222-1
#> s_008um_00110_00228-1 113.69103 151.77379
#> s_008um_00122_00239-1 160.19162 144.21288
#> s_008um_00125_00234-1 124.18709 98.94866
#> s_008um_00124_00223-1 39.99757 32.98145
#> s_008um_00131_00230-1 118.92078 68.34847
#> s_008um_00133_00224-1 103.99089 43.07751
#> s_008um_00134_00238-1 s_008um_00126_00229-1
#> s_008um_00110_00228-1 207.98165 128.23685
#> s_008um_00122_00239-1 96.32280 86.15696
#> s_008um_00125_00234-1 78.78399 40.78979
#> s_008um_00124_00223-1 144.21351 50.59384
#> s_008um_00131_00230-1 68.34842 40.78823
#> s_008um_00133_00224-1 112.27959 68.81218
#> s_008um_00124_00230-1 s_008um_00118_00245-1
#> s_008um_00110_00228-1 113.12595 150.29811
#> s_008um_00122_00239-1 73.75200 57.68436
#> s_008um_00125_00234-1 32.98316 104.29933
#> s_008um_00124_00223-1 55.99709 182.41696
#> s_008um_00131_00230-1 55.99430 158.78225
#> s_008um_00133_00224-1 86.52504 206.43969
#> s_008um_00129_00233-1 s_008um_00113_00231-1
#> s_008um_00110_00228-1 157.16024 33.93882
#> s_008um_00122_00239-1 73.74969 96.32589
#> s_008um_00125_00234-1 32.98144 98.94515
#> s_008um_00124_00223-1 89.43782 108.80159
#> s_008um_00131_00230-1 28.84222 144.20722
#> s_008um_00133_00224-1 78.78559 169.49966
#> s_008um_00111_00230-1 s_008um_00119_00231-1
#> s_008um_00110_00228-1 17.88756 75.88771
#> s_008um_00122_00239-1 113.69302 68.34842
#> s_008um_00125_00234-1 116.47087 53.66108
#> s_008um_00124_00223-1 118.10695 75.46624
#> s_008um_00131_00230-1 159.98368 96.32283
#> s_008um_00133_00224-1 182.40927 125.20740
#> s_008um_00114_00221-1 s_008um_00135_00237-1
#> s_008um_00110_00228-1 64.49339 212.54604
#> s_008um_00122_00239-1 157.57325 105.21266
#> s_008um_00125_00234-1 136.22639 83.51469
#> s_008um_00124_00223-1 81.57646 142.42706
#> s_008um_00131_00230-1 153.87026 64.49439
#> s_008um_00133_00224-1 153.86806 105.21823
#> s_008um_00128_00246-1 s_008um_00131_00218-1
#> s_008um_00110_00228-1 203.63282 186.05673
#> s_008um_00122_00239-1 73.75155 182.76641
#> s_008um_00125_00234-1 98.94940 136.69531
#> s_008um_00124_00223-1 186.75233 68.81220
#> s_008um_00131_00230-1 130.22301 95.99504
#> s_008um_00133_00224-1 180.47757 50.59386
#> s_008um_00131_00246-1 s_008um_00130_00232-1
#> s_008um_00110_00228-1 221.25307 163.15287
#> s_008um_00122_00239-1 91.20719 85.03353
#> s_008um_00125_00234-1 107.32528 43.07695
#> s_008um_00124_00223-1 192.32307 86.52813
#> s_008um_00131_00230-1 127.99321 17.88730
#> s_008um_00133_00224-1 176.71610 68.34765
#> s_008um_00125_00229-1 s_008um_00134_00224-1
#> s_008um_00110_00228-1 120.25428 194.62828
#> s_008um_00122_00239-1 83.51728 153.66260
#> s_008um_00125_00234-1 39.99790 107.62003
#> s_008um_00124_00223-1 48.65965 80.39103
#> s_008um_00131_00230-1 48.65736 53.66193
#> s_008um_00133_00224-1 75.46462 7.99919
#> s_008um_00133_00226-1 s_008um_00125_00246-1
#> s_008um_00110_00228-1 184.67531 187.43397
#> s_008um_00122_00239-1 136.22391 60.92287
#> s_008um_00125_00234-1 90.50188 95.99488
#> s_008um_00124_00223-1 75.88775 184.16424
#> s_008um_00131_00230-1 35.77462 136.69516
#> s_008um_00133_00224-1 15.99917 187.26315
#> s_008um_00130_00237-1 s_008um_00130_00240-1
#> s_008um_00110_00228-1 175.43846 186.57536
#> s_008um_00122_00239-1 65.96285 64.49166
#> s_008um_00125_00234-1 46.64384 62.47799
#> s_008um_00124_00223-1 121.84586 144.21452
#> s_008um_00131_00230-1 56.56537 80.39458
#> s_008um_00133_00224-1 106.72704 130.22309
#> s_008um_00128_00236-1 s_008um_00118_00243-1
#> s_008um_00110_00228-1 157.56800 135.99236
#> s_008um_00122_00239-1 53.66028 45.25088
#> s_008um_00125_00234-1 28.84215 91.20667
#> s_008um_00124_00223-1 108.80616 167.03457
#> s_008um_00131_00230-1 53.66189 147.06545
#> s_008um_00133_00224-1 103.99314 193.64390
#> s_008um_00114_00232-1 s_008um_00111_00233-1
#> s_008um_00110_00228-1 45.25176 40.79008
#> s_008um_00122_00239-1 85.03507 100.23137
#> s_008um_00125_00234-1 89.43401 112.27405
#> s_008um_00124_00223-1 107.61943 131.19762
#> s_008um_00131_00230-1 136.92378 161.77321
#> s_008um_00133_00224-1 164.90759 190.13859
#> s_008um_00121_00221-1 s_008um_00108_00228-1
#> s_008um_00110_00228-1 104.29723 15.99836
#> s_008um_00122_00239-1 144.21462 142.42536
#> s_008um_00125_00234-1 108.80618 144.20895
#> s_008um_00124_00223-1 28.84217 134.09065
#> s_008um_00131_00230-1 107.62142 184.67587
#> s_008um_00133_00224-1 98.94521 202.52287
#> s_008um_00126_00233-1 s_008um_00125_00245-1
#> s_008um_00110_00228-1 134.09205 181.36068
#> s_008um_00122_00239-1 57.68440 53.66263
#> s_008um_00125_00234-1 11.31273 87.99531
#> s_008um_00124_00223-1 81.58019 176.17256
#> s_008um_00131_00230-1 46.64310 129.23542
#> s_008um_00133_00224-1 91.20678 179.76596
#> s_008um_00117_00223-1 s_008um_00110_00222-1
#> s_008um_00110_00228-1 68.81213 47.9975
#> s_008um_00122_00239-1 134.09751 166.4592
#> s_008um_00125_00234-1 108.80516 153.6637
#> s_008um_00124_00223-1 55.99431 112.2741
#> s_008um_00131_00230-1 125.20923 179.7616
#> s_008um_00133_00224-1 128.23690 184.6759
#> s_008um_00129_00235-1 s_008um_00134_00237-1
#> s_008um_00110_00228-1 161.97305 205.03765
#> s_008um_00122_00239-1 64.49174 97.31410
#> s_008um_00125_00234-1 32.98172 75.88771
#> s_008um_00124_00223-1 103.99448 137.62888
#> s_008um_00131_00230-1 43.07849 60.92291
#> s_008um_00133_00224-1 93.63163 104.30190
#> s_008um_00107_00237-1 s_008um_00117_00232-1
#> s_008um_00110_00228-1 75.88984 64.49278
#> s_008um_00122_00239-1 121.04996 68.81442
#> s_008um_00125_00234-1 145.97110 65.96343
#> s_008um_00124_00223-1 176.16565 91.20675
#> s_008um_00131_00230-1 199.97934 113.12537
#> s_008um_00133_00224-1 232.52793 143.09416
#> s_008um_00129_00242-1 s_008um_00129_00230-1
#> s_008um_00110_00228-1 188.79243 152.82458
#> s_008um_00122_00239-1 60.92082 91.20672
#> s_008um_00125_00234-1 71.55020 45.25093
#> s_008um_00124_00223-1 157.16700 68.81446
#> s_008um_00131_00230-1 97.31864 15.99837
#> s_008um_00133_00224-1 147.50406 57.68447
#> s_008um_00136_00233-1 s_008um_00126_00234-1
#> s_008um_00110_00228-1 211.79074 136.691771
#> s_008um_00122_00239-1 121.84007 51.220837
#> s_008um_00125_00234-1 88.35378 7.999184
#> s_008um_00124_00223-1 124.95494 89.438194
#> s_008um_00131_00230-1 46.64385 51.220311
#> s_008um_00133_00224-1 75.89074 97.644933
#> s_008um_00135_00234-1 s_008um_00129_00222-1
#> s_008um_00110_00228-1 205.65980 159.38252
#> s_008um_00122_00239-1 111.41576 147.06851
#> s_008um_00125_00234-1 79.99185 101.18656
#> s_008um_00124_00223-1 124.44234 40.78795
#> s_008um_00131_00230-1 45.25175 65.96635
#> s_008um_00133_00224-1 81.58018 35.77407
#> s_008um_00129_00227-1 s_008um_00132_00231-1
#> s_008um_00110_00228-1 152.19474 177.61132
#> s_008um_00122_00239-1 111.13143 102.44059
#> s_008um_00125_00234-1 64.49339 60.92005
#> s_008um_00124_00223-1 51.22124 90.50353
#> s_008um_00131_00230-1 28.84271 11.31294
#> s_008um_00133_00224-1 39.99631 56.56540
#> s_008um_00114_00226-1 s_008um_00122_00222-1
#> s_008um_00110_00228-1 35.77352 107.32060
#> s_008um_00122_00239-1 122.10762 135.99287
#> s_008um_00125_00234-1 108.80349 98.94951
#> s_008um_00124_00223-1 83.51387 17.88704
#> s_008um_00131_00230-1 139.70070 96.32595
#> s_008um_00133_00224-1 152.82404 89.43407
#> s_008um_00127_00233-1 s_008um_00136_00227-1
#> s_008um_00110_00228-1 141.74716 208.13247
#> s_008um_00122_00239-1 62.47687 147.49944
#> s_008um_00125_00234-1 17.88677 104.29726
#> s_008um_00124_00223-1 83.51817 101.18366
#> s_008um_00131_00230-1 39.99629 46.64312
#> s_008um_00133_00224-1 86.52668 33.93883
#> s_008um_00132_00225-1 s_008um_00136_00245-1
#> s_008um_00110_00228-1 177.61047 248.4960
#> s_008um_00122_00239-1 137.62650 121.8416
#> s_008um_00125_00234-1 91.20677 124.4423
#> s_008um_00124_00223-1 65.96347 200.4681
#> s_008um_00131_00230-1 40.78982 126.4845
#> s_008um_00133_00224-1 11.31274 169.6970
#> s_008um_00115_00233-1 s_008um_00122_00229-1
#> s_008um_00110_00228-1 56.56470 96.32311
#> s_008um_00122_00239-1 73.75103 79.99578
#> s_008um_00125_00234-1 80.39098 46.64493
#> s_008um_00124_00223-1 107.61999 50.59328
#> s_008um_00131_00230-1 130.21707 72.43590
#> s_008um_00133_00224-1 160.98092 96.65471
#> s_008um_00133_00225-1 s_008um_00121_00227-1
#> s_008um_00110_00228-1 185.539444 88.35376
#> s_008um_00122_00239-1 142.424531 96.32779
#> s_008um_00125_00234-1 96.324757 64.49440
#> s_008um_00124_00223-1 73.749326 39.99686
#> s_008um_00131_00230-1 43.078518 83.51471
#> s_008um_00133_00224-1 7.999586 98.94435
#> s_008um_00136_00246-1 s_008um_00126_00220-1
#> s_008um_00110_00228-1 252.9626 143.09415
#> s_008um_00122_00239-1 125.2091 155.32288
#> s_008um_00125_00234-1 130.2219 112.27933
#> s_008um_00124_00223-1 207.5264 28.84224
#> s_008um_00131_00230-1 134.0974 89.43784
#> s_008um_00133_00224-1 177.6197 64.49281
#> s_008um_00115_00237-1 s_008um_00128_00232-1
#> s_008um_00110_00228-1 82.36039 147.49858
#> s_008um_00122_00239-1 58.23542 73.75025
#> s_008um_00125_00234-1 83.51382 28.84166
#> s_008um_00124_00223-1 133.13650 78.78664
#> s_008um_00131_00230-1 139.69990 28.84167
#> s_008um_00133_00224-1 177.61220 75.46626
#> s_008um_00131_00224-1 s_008um_00113_00234-1
#> s_008um_00110_00228-1 171.00278 53.66268
#> s_008um_00122_00239-1 139.93255 82.35822
#> s_008um_00125_00234-1 93.28839 95.99019
#> s_008um_00124_00223-1 56.56300 124.44004
#> s_008um_00131_00230-1 47.99750 147.49743
#> s_008um_00133_00224-1 15.99838 178.86768
#> s_008um_00108_00226-1 s_008um_00135_00223-1
#> s_008um_00110_00228-1 22.62588 203.93971
#> s_008um_00122_00239-1 152.82909 164.91088
#> s_008um_00125_00234-1 150.29344 118.91862
#> s_008um_00124_00223-1 130.21708 87.99108
#> s_008um_00131_00230-1 186.74370 64.49343
#> s_008um_00133_00224-1 200.61833 17.88678
#> s_008um_00117_00241-1 s_008um_00137_00227-1
#> s_008um_00110_00228-1 118.11195 216.12597
#> s_008um_00122_00239-1 43.07692 153.66093
#> s_008um_00125_00234-1 85.03350 111.12877
#> s_008um_00124_00223-1 154.49556 108.80174
#> s_008um_00131_00230-1 142.42281 53.66033
#> s_008um_00133_00224-1 186.74602 39.99700
#> s_008um_00137_00244-1 s_008um_00134_00234-1
#> s_008um_00110_00228-1 251.0573 197.89032
#> s_008um_00122_00239-1 126.4795 103.98947
#> s_008um_00125_00234-1 124.9549 71.99266
#> s_008um_00124_00223-1 197.5739 118.92075
#> s_008um_00131_00230-1 121.8458 39.99754
#> s_008um_00133_00224-1 163.1603 80.39492
#> s_008um_00137_00245-1 s_008um_00120_00243-1
#> s_008um_00110_00228-1 255.2285 144.21346
#> s_008um_00122_00239-1 129.2324 35.77456
#> s_008um_00125_00234-1 130.2214 82.35906
#> s_008um_00124_00223-1 204.4192 163.15914
#> s_008um_00131_00230-1 129.2370 136.22385
#> s_008um_00133_00224-1 171.0117 184.15967
#> s_008um_00124_00218-1 s_008um_00117_00237-1
#> s_008um_00110_00228-1 137.62431 91.20835
#> s_008um_00122_00239-1 168.75100 43.07748
#> s_008um_00125_00234-1 128.24321 68.34504
#> s_008um_00124_00223-1 39.99794 125.21108
#> s_008um_00131_00230-1 111.13327 125.20734
#> s_008um_00133_00224-1 86.52651 164.90919
#> s_008um_00126_00237-1 s_008um_00119_00230-1
#> s_008um_00110_00228-1 146.84839 73.74929
#> s_008um_00122_00239-1 35.77352 75.89070
#> s_008um_00125_00234-1 25.29690 57.68430
#> s_008um_00124_00223-1 113.13134 68.81326
#> s_008um_00131_00230-1 68.81324 95.99022
#> s_008um_00133_00224-1 118.11020 121.84012
#> s_008um_00133_00228-1 s_008um_00115_00218-1
#> s_008um_00110_00228-1 183.98126 89.43651
#> s_008um_00122_00239-1 124.44004 177.07839
#> s_008um_00125_00234-1 79.99259 150.93498
#> s_008um_00124_00223-1 82.35827 82.35829
#> s_008um_00131_00230-1 22.62548 159.98801
#> s_008um_00133_00224-1 31.99834 151.77551
#> s_008um_00116_00226-1 s_008um_00130_00228-1
#> s_008um_00110_00228-1 50.59124 159.98369
#> s_008um_00122_00239-1 114.53635 108.80323
#> s_008um_00125_00234-1 96.32592 62.47690
#> s_008um_00124_00223-1 68.34508 62.47748
#> s_008um_00131_00230-1 124.18173 17.88756
#> s_008um_00133_00224-1 136.92383 39.99687
#> s_008um_00117_00221-1 s_008um_00123_00225-1
#> s_008um_00110_00228-1 79.18912 106.72226
#> s_008um_00122_00239-1 149.44468 112.27927
#> s_008um_00125_00234-1 122.10766 73.75261
#> s_008um_00124_00223-1 58.23546 17.88731
#> s_008um_00131_00230-1 133.13604 75.46584
#> s_008um_00133_00224-1 130.21799 80.39074
#> s_008um_00120_00235-1 s_008um_00116_00237-1
#> s_008um_00110_00228-1 97.64491 86.52810
#> s_008um_00122_00239-1 35.77510 50.59179
#> s_008um_00125_00234-1 40.78792 75.88686
#> s_008um_00124_00223-1 101.18653 128.98676
#> s_008um_00131_00230-1 96.65466 132.41028
#> s_008um_00133_00224-1 136.22282 171.19165
#> s_008um_00135_00246-1 s_008um_00129_00236-1
#> s_008um_00110_00228-1 246.4278 164.90971
#> s_008um_00122_00239-1 118.1087 60.92002
#> s_008um_00125_00234-1 124.9560 35.77405
#> s_008um_00124_00223-1 203.9496 111.42125
#> s_008um_00131_00230-1 131.9326 50.59326
#> s_008um_00133_00224-1 176.7167 101.18655
#> s_008um_00110_00219-1 s_008um_00134_00241-1
#> s_008um_00110_00228-1 71.99626 218.33933
#> s_008um_00122_00239-1 186.57976 97.31467
#> s_008um_00125_00234-1 169.69413 91.20721
#> s_008um_00124_00223-1 116.47092 164.72078
#> s_008um_00131_00230-1 189.63649 91.20933
#> s_008um_00133_00224-1 188.27965 136.22806
#> s_008um_00119_00238-1 s_008um_00135_00220-1
#> s_008um_00110_00228-1 107.62193 209.96899
#> s_008um_00122_00239-1 25.29590 184.15975
#> s_008um_00125_00234-1 57.68331 137.62657
#> s_008um_00124_00223-1 126.48315 91.20469
#> s_008um_00131_00230-1 115.36664 86.15706
#> s_008um_00133_00224-1 158.37826 35.77464
#> s_008um_00123_00229-1 s_008um_00118_00235-1
#> s_008um_00110_00228-1 104.29677 85.03509
#> s_008um_00122_00239-1 80.39458 45.25174
#> s_008um_00125_00234-1 43.07903 56.56267
#> s_008um_00124_00223-1 48.65936 107.32379
#> s_008um_00131_00230-1 64.49169 111.41577
#> s_008um_00133_00224-1 89.43387 148.79473
#> s_008um_00131_00242-1 s_008um_00112_00232-1
#> s_008um_00110_00228-1 201.89502 35.77512
#> s_008um_00122_00239-1 75.88769 97.64489
#> s_008um_00125_00234-1 79.99504 105.21323
#> s_008um_00124_00223-1 161.97914 119.98885
#> s_008um_00131_00230-1 95.99493 152.82398
#> s_008um_00133_00224-1 144.87818 179.75937
#> s_008um_00121_00248-1 s_008um_00112_00223-1
#> s_008um_00110_00228-1 182.5930 43.07850
#> s_008um_00122_00239-1 72.4390 150.93492
#> s_008um_00125_00234-1 116.4745 136.22526
#> s_008um_00124_00223-1 201.4236 95.99023
#> s_008um_00131_00230-1 164.7181 161.97309
#> s_008um_00133_00224-1 214.6475 168.17344
#> s_008um_00123_00224-1 s_008um_00133_00222-1
#> s_008um_00110_00228-1 108.80057 190.13824
#> s_008um_00122_00239-1 120.25988 161.97547
#> s_008um_00125_00234-1 81.58018 115.36891
#> s_008um_00124_00223-1 11.31274 72.43564
#> s_008um_00131_00230-1 79.99399 65.96580
#> s_008um_00133_00224-1 79.99188 15.99917
#> s_008um_00122_00223-1 s_008um_00129_00241-1
#> s_008um_00110_00228-1 103.98948 184.15950
#> s_008um_00122_00239-1 127.99328 58.23542
#> s_008um_00125_00234-1 91.20938 64.49437
#> s_008um_00124_00223-1 15.99837 149.44466
#> s_008um_00131_00230-1 91.20727 89.43757
#> s_008um_00133_00224-1 88.35410 139.70574
#> s_008um_00126_00242-1 s_008um_00128_00241-1
#> s_008um_00110_00228-1 170.07015 177.61524
#> s_008um_00122_00239-1 39.99696 50.59179
#> s_008um_00125_00234-1 64.49473 60.92289
#> s_008um_00124_00223-1 152.83196 147.50519
#> s_008um_00131_00230-1 103.99307 91.20849
#> s_008um_00133_00224-1 154.49560 141.75167
#> s_008um_00124_00248-1 s_008um_00136_00230-1
#> s_008um_00110_00228-1 195.29305 208.59358
#> s_008um_00122_00239-1 73.75252 133.13378
#> s_008um_00125_00234-1 112.27918 93.62807
#> s_008um_00124_00223-1 199.98942 111.13053
#> s_008um_00131_00230-1 154.49550 39.99594
#> s_008um_00133_00224-1 205.04278 53.66269
#> s_008um_00137_00236-1 s_008um_00119_00236-1
#> s_008um_00110_00228-1 225.26109 96.32591
#> s_008um_00122_00239-1 122.36378 33.93880
#> s_008um_00125_00234-1 97.31470 50.59124
#> s_008um_00124_00223-1 147.06822 111.41987
#> s_008um_00131_00230-1 67.87762 107.32059
#> s_008um_00133_00224-1 101.18764 147.49946
#> s_008um_00132_00222-1 s_008um_00131_00221-1
#> s_008um_00110_00228-1 182.40929 177.06944
#> s_008um_00122_00239-1 157.77314 160.98571
#> s_008um_00125_00234-1 111.13149 114.53482
#> s_008um_00124_00223-1 64.49143 58.23492
#> s_008um_00131_00230-1 64.49452 71.99627
#> s_008um_00133_00224-1 17.88757 28.84272
#> s_008um_00128_00244-1 s_008um_00118_00221-1
#> s_008um_00110_00228-1 192.65177 85.03355
#> s_008um_00122_00239-1 62.47742 147.50521
#> s_008um_00125_00234-1 83.51809 118.11201
#> s_008um_00124_00223-1 171.01174 50.59183
#> s_008um_00131_00230-1 114.53583 126.48136
#> s_008um_00133_00224-1 164.91436 122.36471
#> s_008um_00122_00247-1 s_008um_00133_00240-1
#> s_008um_00110_00228-1 179.76707 207.52051
#> s_008um_00122_00239-1 63.99657 88.35404
#> s_008um_00125_00234-1 106.72692 79.99395
#> s_008um_00124_00223-1 192.65497 153.87449
#> s_008um_00131_00230-1 153.87208 81.58014
#> s_008um_00133_00224-1 203.94669 127.99329
#> s_008um_00119_00245-1 s_008um_00124_00235-1
#> s_008um_00110_00228-1 153.87443 125.20919
#> s_008um_00122_00239-1 53.66183 35.77457
#> s_008um_00125_00234-1 100.23246 11.31273
#> s_008um_00124_00223-1 180.47754 95.99498
#> s_008um_00131_00230-1 153.66250 68.81215
#> s_008um_00133_00224-1 201.89545 113.69216
#> s_008um_00123_00231-1 s_008um_00122_00246-1
#> s_008um_00110_00228-1 106.72312 173.05614
#> s_008um_00122_00239-1 64.49446 55.99700
#> s_008um_00125_00234-1 28.84270 98.94854
#> s_008um_00124_00223-1 64.49451 184.68423
#> s_008um_00131_00230-1 64.49140 146.84980
#> s_008um_00133_00224-1 97.64328 196.76022
#> s_008um_00117_00229-1 s_008um_00116_00238-1
#> s_008um_00110_00228-1 56.56297 93.28985
#> s_008um_00122_00239-1 89.43778 48.65733
#> s_008um_00125_00234-1 75.46582 78.78290
#> s_008um_00124_00223-1 73.74973 135.99033
#> s_008um_00131_00230-1 112.27409 135.98656
#> s_008um_00133_00224-1 134.09070 176.16571
#> s_008um_00122_00237-1 s_008um_00132_00223-1
#> s_008um_00110_00228-1 119.99095 180.46958
#> s_008um_00122_00239-1 15.99915 150.93246
#> s_008um_00125_00234-1 33.93818 104.29946
#> s_008um_00124_00223-1 113.13076 63.99351
#> s_008um_00131_00230-1 91.20562 56.56541
#> s_008um_00133_00224-1 136.22393 11.31294
#> s_008um_00133_00247-1 s_008um_00137_00226-1
#> s_008um_00110_00228-1 238.6455 216.56951
#> s_008um_00122_00239-1 108.8034 158.78123
#> s_008um_00125_00234-1 122.1075 115.36671
#> s_008um_00124_00223-1 205.0452 106.72317
#> s_008um_00131_00230-1 136.9309 57.68337
#> s_008um_00133_00224-1 183.9903 35.77407
#> s_008um_00124_00231-1 s_008um_00128_00229-1
#> s_008um_00110_00228-1 114.53156 144.20751
#> s_008um_00122_00239-1 65.96573 93.28834
#> s_008um_00125_00234-1 25.29690 46.64418
#> s_008um_00124_00223-1 63.99667 57.68542
#> s_008um_00131_00230-1 56.56270 25.29591
#> s_008um_00133_00224-1 91.20567 56.56369
#> s_008um_00120_00234-1 s_008um_00122_00225-1
#> s_008um_00110_00228-1 93.28769 98.94430
#> s_008um_00122_00239-1 43.07902 111.99411
#> s_008um_00125_00234-1 39.99592 75.89073
#> s_008um_00124_00223-1 93.63161 22.62547
#> s_008um_00131_00230-1 93.62805 82.35826
#> s_008um_00133_00224-1 131.19767 88.35381
#> s_008um_00129_00237-1 s_008um_00137_00228-1
#> s_008um_00110_00228-1 168.17592 215.97801
#> s_008um_00122_00239-1 58.23486 148.79472
#> s_008um_00125_00234-1 39.99698 107.32063
#> s_008um_00124_00223-1 118.92234 111.41718
#> s_008um_00131_00230-1 58.23732 50.59129
#> s_008um_00133_00224-1 108.80506 45.25177
#> s_008um_00109_00240-1 s_008um_00126_00225-1
#> s_008um_00110_00228-1 96.32747 130.21708
#> s_008um_00122_00239-1 104.29642 116.47464
#> s_008um_00125_00234-1 136.69005 72.43910
#> s_008um_00124_00223-1 181.35738 22.62589
#> s_008um_00131_00230-1 193.30925 56.56471
#> s_008um_00133_00224-1 230.73327 56.56272
#> s_008um_00119_00239-1 s_008um_00128_00231-1
#> s_008um_00110_00228-1 113.69414 145.97204
#> s_008um_00122_00239-1 23.99754 79.99365
#> s_008um_00125_00234-1 62.47630 33.93819
#> s_008um_00124_00223-1 134.09610 71.55026
#> s_008um_00131_00230-1 119.98883 25.29564
#> s_008um_00133_00224-1 164.13239 68.81329
#> s_008um_00132_00221-1 s_008um_00128_00238-1
#> s_008um_00110_00228-1 184.67542 164.71647
#> s_008um_00122_00239-1 164.71827 48.65704
#> s_008um_00125_00234-1 118.11023 39.99753
#> s_008um_00124_00223-1 65.96292 124.18705
#> s_008um_00131_00230-1 72.43914 68.34761
#> s_008um_00133_00224-1 25.29693 118.92098
#> s_008um_00124_00228-1 s_008um_00136_00239-1
#> s_008um_00110_00228-1 111.98858 225.82964
#> s_008um_00122_00239-1 89.43757 111.98856
#> s_008um_00125_00234-1 48.65963 96.65598
#> s_008um_00124_00223-1 39.99792 159.99016
#> s_008um_00131_00230-1 58.23545 82.36038
#> s_008um_00133_00224-1 78.78298 122.37025
#> s_008um_00137_00225-1 s_008um_00134_00235-1
#> s_008um_00110_00228-1 217.30683 199.98136
#> s_008um_00122_00239-1 164.13186 101.18250
#> s_008um_00125_00234-1 119.98890 72.43588
#> s_008um_00124_00223-1 105.21331 124.95605
#> s_008um_00131_00230-1 62.47638 46.64493
#> s_008um_00133_00224-1 32.98174 88.35838
#> s_008um_00134_00231-1 s_008um_00109_00229-1
#> s_008um_00110_00228-1 193.47505 11.31273
#> s_008um_00122_00239-1 115.36665 131.19993
#> s_008um_00125_00234-1 75.88690 134.09204
#> s_008um_00124_00223-1 102.44246 129.23084
#> s_008um_00131_00230-1 25.29591 176.16392
#> s_008um_00133_00224-1 56.56569 196.10213
#> s_008um_00116_00239-1 s_008um_00113_00223-1
#> s_008um_00110_00228-1 100.23407 46.64418
#> s_008um_00122_00239-1 47.99508 146.85218
#> s_008um_00125_00234-1 82.35692 130.22144
#> s_008um_00124_00223-1 143.09836 87.99105
#> s_008um_00131_00230-1 139.92925 154.49190
#> s_008um_00133_00224-1 181.35633 160.18376
#> s_008um_00121_00246-1 s_008um_00121_00234-1
#> s_008um_00110_00228-1 168.75036 100.23140
#> s_008um_00122_00239-1 56.56531 40.79006
#> s_008um_00125_00234-1 101.18643 31.99673
#> s_008um_00124_00223-1 185.54822 91.20853
#> s_008um_00131_00230-1 150.93236 86.15390
#> s_008um_00133_00224-1 200.46504 124.95270
#> s_008um_00135_00224-1 s_008um_00124_00241-1
#> s_008um_00110_00228-1 202.52289 152.82907
#> s_008um_00122_00239-1 158.78235 22.62586
#> s_008um_00125_00234-1 113.12736 56.56534
#> s_008um_00124_00223-1 88.35411 143.99243
#> s_008um_00131_00230-1 57.68447 104.29939
#> s_008um_00133_00224-1 15.99838 153.87217
#> s_008um_00123_00232-1 s_008um_00127_00246-1
#> s_008um_00110_00228-1 108.80169 198.05742
#> s_008um_00122_00239-1 56.56535 68.81438
#> s_008um_00125_00234-1 22.62587 97.31918
#> s_008um_00124_00223-1 72.43911 185.54911
#> s_008um_00131_00230-1 65.96288 131.93144
#> s_008um_00133_00224-1 102.44065 182.41699
#> s_008um_00130_00247-1 s_008um_00125_00221-1
#> s_008um_00110_00228-1 220.67444 132.41032
#> s_008um_00122_00239-1 90.50344 145.97802
#> s_008um_00125_00234-1 111.42115 103.99458
#> s_008um_00124_00223-1 197.89890 17.88731
#> s_008um_00131_00230-1 136.22769 86.52814
#> s_008um_00133_00224-1 185.54824 68.34592
#> s_008um_00120_00222-1 s_008um_00134_00229-1
#> s_008um_00110_00228-1 93.28619 192.14718
#> s_008um_00122_00239-1 136.93096 124.95266
#> s_008um_00125_00234-1 103.99448 82.35698
#> s_008um_00124_00223-1 32.98173 93.28772
#> s_008um_00131_00230-1 108.80351 25.29564
#> s_008um_00133_00224-1 105.21330 40.79010
#> s_008um_00123_00221-1 s_008um_00125_00239-1
#> s_008um_00110_00228-1 118.10696 148.79728
#> s_008um_00122_00239-1 144.21433 23.99754
#> s_008um_00125_00234-1 105.21825 39.99788
#> s_008um_00124_00223-1 17.88757 128.24315
#> s_008um_00131_00230-1 96.32651 86.52663
#> s_008um_00133_00224-1 83.51474 135.99036
#> s_008um_00134_00220-1 s_008um_00133_00245-1
#> s_008um_00110_00228-1 202.36509 228.7882
#> s_008um_00122_00239-1 179.76424 100.2313
#> s_008um_00125_00234-1 133.13659 108.8051
#> s_008um_00124_00223-1 83.51392 190.1477
#> s_008um_00131_00230-1 83.51738 121.0557
#> s_008um_00133_00224-1 32.98291 167.9912
#> s_008um_00124_00221-1 s_008um_00133_00242-1
#> s_008um_00110_00228-1 125.20737 215.38922
#> s_008um_00122_00239-1 144.87819 91.20544
#> s_008um_00125_00234-1 104.30192 90.50347
#> s_008um_00124_00223-1 15.99917 168.18119
#> s_008um_00131_00230-1 91.20839 97.31922
#> s_008um_00133_00224-1 75.88776 143.99244
#> s_008um_00106_00222-1 s_008um_00111_00224-1
#> s_008um_00110_00228-1 57.68543 32.98288
#> s_008um_00122_00239-1 186.74946 148.79952
#> s_008um_00125_00234-1 179.76336 137.62668
#> s_008um_00124_00223-1 144.20754 104.29651
#> s_008um_00131_00230-1 209.97118 167.02942
#> s_008um_00133_00224-1 216.57011 175.98211
#> s_008um_00111_00227-1 s_008um_00118_00231-1
#> s_008um_00110_00228-1 11.31273 68.34589
#> s_008um_00122_00239-1 130.22196 71.55021
#> s_008um_00125_00234-1 125.20919 60.92084
#> s_008um_00124_00223-1 108.80058 79.99369
#> s_008um_00131_00230-1 161.77411 104.29649
#> s_008um_00133_00224-1 177.61048 132.41034
#> s_008um_00123_00243-1 s_008um_00135_00248-1
#> s_008um_00110_00228-1 158.78516 256.1060
#> s_008um_00122_00239-1 32.98313 126.4812
#> s_008um_00125_00234-1 73.75198 137.6288
#> s_008um_00124_00223-1 160.19127 218.4922
#> s_008um_00131_00230-1 122.10559 147.5051
#> s_008um_00133_00224-1 171.75512 192.6556
#> s_008um_00108_00220-1 s_008um_00119_00227-1
#> s_008um_00110_00228-1 65.96636 72.43558
#> s_008um_00122_00239-1 188.79526 98.94946
#> s_008um_00125_00234-1 176.16891 73.75161
#> s_008um_00124_00223-1 130.21797 51.22032
#> s_008um_00131_00230-1 200.62150 98.94518
#> s_008um_00133_00224-1 202.52407 114.53075
#> s_008um_00119_00237-1 s_008um_00126_00231-1
#> s_008um_00110_00228-1 101.81644 130.21793
#> s_008um_00122_00239-1 28.84214 71.54916
#> s_008um_00125_00234-1 53.66028 25.29663
#> s_008um_00124_00223-1 118.92096 65.96634
#> s_008um_00131_00230-1 111.12872 40.78794
#> s_008um_00133_00224-1 152.82633 79.18916
#> s_008um_00130_00239-1 s_008um_00125_00235-1
#> s_008um_00110_00228-1 182.58826 132.412153
#> s_008um_00122_00239-1 63.99346 39.996816
#> s_008um_00125_00234-1 56.56467 7.999578
#> s_008um_00124_00223-1 136.69688 96.327834
#> s_008um_00131_00230-1 72.43908 62.476338
#> s_008um_00133_00224-1 122.36940 108.803283
#> s_008um_00124_00234-1 s_008um_00122_00244-1
#> s_008um_00110_00228-1 121.841682 159.99011
#> s_008um_00122_00239-1 43.078469 39.99786
#> s_008um_00125_00234-1 7.999184 83.51724
#> s_008um_00124_00223-1 87.995404 168.75092
#> s_008um_00131_00230-1 64.491771 133.13646
#> s_008um_00133_00224-1 107.620023 182.59028
#> s_008um_00131_00220-1 s_008um_00125_00240-1
#> s_008um_00110_00228-1 179.75939 153.66363
#> s_008um_00122_00239-1 168.17887 25.29590
#> s_008um_00125_00234-1 121.84430 47.99746
#> s_008um_00124_00223-1 60.92008 136.22806
#> s_008um_00131_00230-1 79.99586 93.28834
#> s_008um_00133_00224-1 35.77514 143.09839
#> s_008um_00134_00236-1 s_008um_00119_00240-1
#> s_008um_00110_00228-1 202.36724 119.99260
#> s_008um_00122_00239-1 98.94429 25.29561
#> s_008um_00125_00234-1 73.74929 67.87635
#> s_008um_00124_00223-1 131.20163 141.75165
#> s_008um_00131_00230-1 53.66267 124.95263
#> s_008um_00133_00224-1 96.32783 170.06822
#> s_008um_00119_00221-1 s_008um_00132_00224-1
#> s_008um_00110_00228-1 91.20563 178.866936
#> s_008um_00122_00239-1 145.97889 144.211082
#> s_008um_00125_00234-1 114.53639 97.644928
#> s_008um_00124_00223-1 43.07751 64.491711
#> s_008um_00131_00230-1 119.99100 48.659365
#> s_008um_00133_00224-1 114.53162 7.999189
#> s_008um_00121_00236-1 s_008um_00122_00248-1
#> s_008um_00110_00228-1 108.80347 186.57964
#> s_008um_00122_00239-1 25.29689 71.99614
#> s_008um_00125_00234-1 35.77352 114.53577
#> s_008um_00124_00223-1 106.72703 200.62801
#> s_008um_00131_00230-1 93.28619 160.98557
#> s_008um_00133_00224-1 135.75281 211.19163
#> s_008um_00121_00241-1 s_008um_00107_00239-1
#> s_008um_00110_00228-1 136.22633 91.20845
#> s_008um_00122_00239-1 17.88728 119.98769
#> s_008um_00125_00234-1 64.49334 149.43683
#> s_008um_00124_00223-1 145.97799 186.74540
#> s_008um_00131_00230-1 118.91853 205.03512
#> s_008um_00133_00224-1 166.45631 240.10983
#> s_008um_00128_00245-1 s_008um_00114_00227-1
#> s_008um_00110_00228-1 198.05687 32.98143
#> s_008um_00122_00239-1 67.87758 115.37079
#> s_008um_00125_00234-1 91.20929 104.29896
#> s_008um_00124_00223-1 178.87630 86.15391
#> s_008um_00131_00230-1 122.36932 138.08799
#> s_008um_00133_00224-1 172.68601 153.86718
#> s_008um_00121_00228-1 s_008um_00123_00245-1
#> s_008um_00110_00228-1 87.99102 171.19682
#> s_008um_00122_00239-1 88.35834 48.65958
#> s_008um_00125_00234-1 57.68540 89.43752
#> s_008um_00124_00223-1 46.64420 176.17226
#> s_008um_00131_00230-1 81.57645 135.99028
#> s_008um_00133_00224-1 101.18256 186.06243
#> s_008um_00137_00234-1 s_008um_00128_00239-1
#> s_008um_00110_00228-1 221.24788 168.74660
#> s_008um_00122_00239-1 126.47813 47.99509
#> s_008um_00125_00234-1 95.99022 46.64491
#> s_008um_00124_00223-1 136.22527 131.93264
#> s_008um_00131_00230-1 57.68430 75.88988
#> s_008um_00133_00224-1 86.15809 126.48317
#> s_008um_00131_00223-1 s_008um_00115_00231-1
#> s_008um_00110_00228-1 172.67843 46.64385
#> s_008um_00122_00239-1 146.84989 85.03563
#> s_008um_00125_00234-1 100.23258 83.51469
#> s_008um_00124_00223-1 55.99432 96.32417
#> s_008um_00131_00230-1 55.99709 128.23656
#> s_008um_00133_00224-1 17.88704 154.48999
#> s_008um_00136_00243-1 s_008um_00130_00224-1
#> s_008um_00110_00228-1 240.1136 163.15174
#> s_008um_00122_00239-1 116.4708 135.99035
#> s_008um_00125_00234-1 113.6930 89.43651
#> s_008um_00124_00223-1 186.5797 48.65737
#> s_008um_00131_00230-1 111.4212 48.65965
#> s_008um_00133_00224-1 153.8752 23.99757
#> s_008um_00129_00238-1 s_008um_00107_00240-1
#> s_008um_00110_00228-1 171.75289 98.94856
#> s_008um_00122_00239-1 56.56267 120.25390
#> s_008um_00125_00234-1 45.25174 151.77367
#> s_008um_00124_00223-1 126.48455 192.31635
#> s_008um_00131_00230-1 65.96574 207.97887
#> s_008um_00133_00224-1 116.47467 244.20577
#> s_008um_00134_00232-1 s_008um_00128_00228-1
#> s_008um_00110_00228-1 194.62940 143.98532
#> s_008um_00122_00239-1 111.12872 100.23253
#> s_008um_00125_00234-1 73.74873 53.66190
#> s_008um_00124_00223-1 107.62141 51.22179
#> s_008um_00131_00230-1 28.84215 28.84216
#> s_008um_00133_00224-1 64.49480 51.22034
#> s_008um_00118_00239-1 s_008um_00112_00218-1
#> s_008um_00110_00228-1 108.80512 81.57962
#> s_008um_00122_00239-1 31.99672 186.06515
#> s_008um_00125_00234-1 68.81211 164.91386
#> s_008um_00124_00223-1 136.69522 103.99088
#> s_008um_00131_00230-1 126.47913 179.76340
#> s_008um_00133_00224-1 169.69098 174.70640
#> s_008um_00125_00248-1 s_008um_00137_00233-1
#> s_008um_00110_00228-1 199.98761 219.65117
#> s_008um_00122_00239-1 75.89064 129.23084
#> s_008um_00125_00234-1 111.99402 96.32284
#> s_008um_00124_00223-1 200.14948 131.19998
#> s_008um_00131_00230-1 151.77968 53.66109
#> s_008um_00133_00224-1 202.37298 78.78664
#> s_008um_00123_00233-1 s_008um_00122_00235-1
#> s_008um_00110_00228-1 111.41713 111.13050
#> s_008um_00122_00239-1 48.65931 31.99830
#> s_008um_00125_00234-1 17.88703 25.29562
#> s_008um_00124_00223-1 80.39462 97.31869
#> s_008um_00131_00230-1 68.34508 82.35697
#> s_008um_00133_00224-1 107.61947 124.44008
#> s_008um_00134_00221-1 s_008um_00135_00230-1
#> s_008um_00110_00228-1 199.97946 200.61889
#> s_008um_00122_00239-1 173.05333 126.47915
#> s_008um_00125_00234-1 126.48143 86.15392
#> s_008um_00124_00223-1 81.57592 104.29899
#> s_008um_00131_00230-1 75.88995 31.99675
#> s_008um_00133_00224-1 25.29666 50.59383
#> s_008um_00110_00232-1 s_008um_00118_00222-1
#> s_008um_00110_00228-1 31.99832 79.99256
#> s_008um_00122_00239-1 111.13047 139.70687
#> s_008um_00125_00234-1 121.04999 111.13324
#> s_008um_00124_00223-1 133.13377 48.65737
#> s_008um_00131_00230-1 168.74275 122.10494
#> s_008um_00133_00224-1 194.79282 121.05007
#> s_008um_00129_00225-1 s_008um_00134_00227-1
#> s_008um_00110_00228-1 153.86715 192.14690
#> s_008um_00122_00239-1 125.21108 135.75278
#> s_008um_00125_00234-1 78.78557 91.20566
#> s_008um_00124_00223-1 43.07751 86.15502
#> s_008um_00131_00230-1 43.07905 33.93821
#> s_008um_00133_00224-1 32.98146 25.29692
#> s_008um_00124_00236-1 s_008um_00117_00225-1
#> s_008um_00110_00228-1 128.98555 60.92003
#> s_008um_00122_00239-1 28.84220 118.92232
#> s_008um_00125_00234-1 17.88729 96.32648
#> s_008um_00124_00223-1 103.99456 58.23489
#> s_008um_00131_00230-1 73.74972 118.91780
#> s_008um_00133_00224-1 119.99055 128.23661
#> s_008um_00114_00224-1 s_008um_00110_00227-1
#> s_008um_00110_00228-1 45.25092 7.999581
#> s_008um_00122_00239-1 135.99240 135.755247
#> s_008um_00125_00234-1 118.92019 132.412160
#> s_008um_00124_00223-1 80.39072 116.469760
#> s_008um_00131_00230-1 144.20899 169.688937
#> s_008um_00133_00224-1 151.98455 185.539453
#> s_008um_00127_00244-1 s_008um_00127_00220-1
#> s_008um_00110_00228-1 186.74883 150.29135
#> s_008um_00122_00239-1 56.56466 157.16563
#> s_008um_00125_00234-1 81.58011 113.13080
#> s_008um_00124_00223-1 169.69695 33.93822
#> s_008um_00131_00230-1 116.47460 86.15812
#> s_008um_00133_00224-1 167.03460 57.68434
#> s_008um_00119_00242-1 s_008um_00123_00242-1
#> s_008um_00110_00228-1 133.13870 152.82962
#> s_008um_00122_00239-1 33.93816 25.29689
#> s_008um_00125_00234-1 79.99362 65.96571
#> s_008um_00124_00223-1 157.16557 152.20220
#> s_008um_00131_00230-1 135.75273 115.36882
#> s_008um_00133_00224-1 182.41346 164.71823
#> s_008um_00134_00240-1 s_008um_00128_00240-1
#> s_008um_00110_00228-1 214.64430 173.05288
#> s_008um_00122_00239-1 96.32309 48.65733
#> s_008um_00125_00234-1 86.52643 53.66265
#> s_008um_00124_00223-1 157.77563 139.70687
#> s_008um_00131_00230-1 83.51812 83.51729
#> s_008um_00133_00224-1 128.24315 134.09613
#> s_008um_00129_00248-1 s_008um_00120_00237-1
#> s_008um_00110_00228-1 220.67499 107.62137
#> s_008um_00122_00239-1 91.20828 22.62587
#> s_008um_00125_00234-1 116.47568 46.64308
#> s_008um_00124_00223-1 203.95033 116.47465
#> s_008um_00131_00230-1 144.87809 104.29722
#> s_008um_00133_00224-1 194.63729 147.06553
#> s_008um_00115_00222-1 s_008um_00117_00224-1
#> s_008um_00110_00228-1 62.47689 64.49175
#> s_008um_00122_00239-1 147.07039 126.48453
#> s_008um_00125_00234-1 124.95606 102.44356
#> s_008um_00124_00223-1 72.43591 56.56270
#> s_008um_00131_00230-1 143.09626 121.84172
#> s_008um_00133_00224-1 144.87183 127.98700
#> s_008um_00133_00220-1 s_008um_00125_00243-1
#> s_008um_00110_00228-1 194.79286 169.69403
#> s_008um_00122_00239-1 175.62324 39.99751
#> s_008um_00125_00234-1 128.98684 71.99617
#> s_008um_00124_00223-1 75.88694 160.19157
#> s_008um_00131_00230-1 81.57965 114.53472
#> s_008um_00133_00224-1 31.99835 164.91325
#> s_008um_00109_00242-1 s_008um_00112_00231-1
#> s_008um_00110_00228-1 112.2792 28.84271
#> s_008um_00122_00239-1 106.7222 102.44241
#> s_008um_00125_00234-1 143.0940 106.72311
#> s_008um_00124_00223-1 193.6438 115.36666
#> s_008um_00131_00230-1 200.4596 152.19473
#> s_008um_00133_00224-1 239.9776 177.06942
#> s_008um_00122_00242-1 s_008um_00127_00219-1
#> s_008um_00110_00228-1 147.50318 153.86792
#> s_008um_00122_00239-1 23.99872 164.91442
#> s_008um_00125_00234-1 68.34757 121.05528
#> s_008um_00124_00223-1 152.83137 39.99687
#> s_008um_00131_00230-1 119.99047 93.63275
#> s_008um_00133_00224-1 168.74768 62.47749
#> s_008um_00121_00238-1 s_008um_00137_00248-1
#> s_008um_00110_00228-1 118.92016 268.7843
#> s_008um_00122_00239-1 11.31293 139.9315
#> s_008um_00125_00234-1 45.25091 147.5031
#> s_008um_00124_00223-1 122.36939 225.4115
#> s_008um_00131_00230-1 102.44059 151.7813
#> s_008um_00133_00224-1 147.50057 194.6384
#> s_008um_00136_00224-1 s_008um_00122_00236-1
#> s_008um_00110_00228-1 210.42540 115.36860
#> s_008um_00122_00239-1 164.13242 23.99873
#> s_008um_00125_00234-1 118.91806 28.84166
#> s_008um_00124_00223-1 96.32316 105.21765
#> s_008um_00131_00230-1 62.47694 86.52499
#> s_008um_00133_00224-1 23.99757 130.21963
#> s_008um_00120_00236-1 s_008um_00129_00243-1
#> s_008um_00110_00228-1 102.44243 193.64511
#> s_008um_00122_00239-1 28.84269 64.49275
#> s_008um_00125_00234-1 43.07694 78.78657
#> s_008um_00124_00223-1 108.80504 164.91578
#> s_008um_00131_00230-1 100.22985 105.21760
#> s_008um_00133_00224-1 141.52198 155.32284
#> s_008um_00118_00224-1 s_008um_00126_00248-1
#> s_008um_00110_00228-1 71.54705 204.88700
#> s_008um_00122_00239-1 124.18703 78.78654
#> s_008um_00125_00234-1 97.64659 112.27948
#> s_008um_00124_00223-1 48.65707 200.62860
#> s_008um_00131_00230-1 114.53271 149.44316
#> s_008um_00133_00224-1 119.98781 199.98768
#> s_008um_00127_00241-1 s_008um_00134_00222-1
#> s_008um_00110_00228-1 171.19463 197.88867
#> s_008um_00122_00239-1 43.07747 166.45634
#> s_008um_00125_00234-1 58.23786 119.99057
#> s_008um_00124_00223-1 145.97887 80.39075
#> s_008um_00131_00230-1 93.63157 68.34767
#> s_008um_00133_00224-1 144.21287 17.88732
#> s_008um_00110_00218-1 s_008um_00107_00226-1
#> s_008um_00110_00228-1 79.99585 28.84216
#> s_008um_00122_00239-1 193.48324 158.78407
#> s_008um_00125_00234-1 175.44209 157.56801
#> s_008um_00124_00223-1 118.91783 138.08711
#> s_008um_00131_00230-1 193.47841 194.62940
#> s_008um_00133_00224-1 190.13997 208.59301
#> s_008um_00117_00233-1 s_008um_00122_00221-1
#> s_008um_00110_00228-1 68.81333 111.12874
#> s_008um_00122_00239-1 62.47799 143.99245
#> s_008um_00125_00234-1 64.49167 106.72791
#> s_008um_00124_00223-1 97.64490 22.62589
#> s_008um_00131_00230-1 114.53071 101.81648
#> s_008um_00133_00224-1 146.84614 91.20551
#> s_008um_00116_00229-1 s_008um_00120_00224-1
#> s_008um_00110_00228-1 48.65734 86.15389
#> s_008um_00122_00239-1 93.28985 121.05579
#> s_008um_00125_00234-1 82.35824 89.43781
#> s_008um_00124_00223-1 79.99258 32.98145
#> s_008um_00131_00230-1 120.25429 100.23143
#> s_008um_00133_00224-1 141.74580 103.98944
#> s_008um_00136_00242-1 s_008um_00132_00236-1
#> s_008um_00110_00228-1 236.2175 187.25828
#> s_008um_00122_00239-1 114.5315 83.51384
#> s_008um_00125_00234-1 108.8034 58.23544
#> s_008um_00124_00223-1 179.7671 122.10764
#> s_008um_00131_00230-1 103.9944 48.65962
#> s_008um_00133_00224-1 145.9789 96.32755
#> s_008um_00127_00239-1 s_008um_00132_00227-1
#> s_008um_00110_00228-1 161.97483 176.16365
#> s_008um_00122_00239-1 39.99591 124.95378
#> s_008um_00125_00234-1 43.07902 79.18914
#> s_008um_00124_00223-1 130.22395 71.54814
#> s_008um_00131_00230-1 78.78554 25.29664
#> s_008um_00133_00224-1 129.23550 25.29665
#> s_008um_00116_00231-1 s_008um_00137_00230-1
#> s_008um_00110_00228-1 53.66108 216.57007
#> s_008um_00122_00239-1 79.99506 139.92929
#> s_008um_00125_00234-1 75.88771 101.18254
#> s_008um_00124_00223-1 90.50186 118.10879
#> s_008um_00131_00230-1 120.25399 47.99512
#> s_008um_00133_00224-1 147.06336 57.68542
#> s_008um_00119_00228-1 s_008um_00127_00231-1
#> s_008um_00110_00228-1 71.99265 138.08797
#> s_008um_00122_00239-1 91.20934 75.46619
#> s_008um_00125_00234-1 67.87763 28.84221
#> s_008um_00124_00223-1 56.56368 68.34846
#> s_008um_00131_00230-1 97.31471 32.98144
#> s_008um_00133_00224-1 116.46980 73.75031
#> s_008um_00132_00220-1 s_008um_00110_00223-1
#> s_008um_00110_00228-1 187.25614 39.99791
#> s_008um_00122_00239-1 171.75518 159.99016
#> s_008um_00125_00234-1 125.21115 148.79732
#> s_008um_00124_00223-1 68.34512 111.98860
#> s_008um_00131_00230-1 80.39466 177.07137
#> s_008um_00133_00224-1 32.98319 184.15527
#> s_008um_00108_00239-1 s_008um_00134_00245-1
#> s_008um_00110_00228-1 89.43754 235.2689
#> s_008um_00122_00239-1 111.98851 107.3221
#> s_008um_00125_00234-1 141.74568 113.6941
#> s_008um_00124_00223-1 181.00364 193.3182
#> s_008um_00131_00230-1 197.56527 122.3702
#> s_008um_00133_00224-1 233.21542 168.1816
#> s_008um_00121_00218-1 s_008um_00136_00234-1
#> s_008um_00110_00228-1 118.91803 213.44625
#> s_008um_00122_00239-1 168.18170 118.91639
#> s_008um_00125_00234-1 131.93270 87.99104
#> s_008um_00124_00223-1 46.64497 130.22144
#> s_008um_00131_00230-1 124.95609 51.22122
#> s_008um_00133_00224-1 107.32223 83.51817
#> s_008um_00132_00235-1 s_008um_00128_00235-1
#> s_008um_00110_00228-1 184.67732 154.49186
#> s_008um_00122_00239-1 86.15388 57.68331
#> s_008um_00125_00234-1 56.56297 25.29590
#> s_008um_00124_00223-1 115.37082 101.18765
#> s_008um_00131_00230-1 40.79008 46.64418
#> s_008um_00133_00224-1 88.35810 96.65785
#> s_008um_00135_00227-1 s_008um_00117_00242-1
#> s_008um_00110_00228-1 200.13943 125.21288
#> s_008um_00122_00239-1 141.52196 46.64305
#> s_008um_00125_00234-1 97.64327 90.50179
#> s_008um_00124_00223-1 93.62918 161.97719
#> s_008um_00131_00230-1 39.99631 147.49938
#> s_008um_00133_00224-1 28.84271 192.64942
#> s_008um_00133_00243-1 s_008um_00123_00220-1
#> s_008um_00110_00228-1 219.65512 122.10293
#> s_008um_00122_00239-1 93.62911 152.20225
#> s_008um_00125_00234-1 96.32643 113.13137
#> s_008um_00124_00223-1 175.44420 25.29693
#> s_008um_00131_00230-1 105.21817 102.44359
#> s_008um_00133_00224-1 151.99201 86.15503
#> s_008um_00136_00237-1 s_008um_00129_00239-1
#> s_008um_00110_00228-1 220.08902 175.62163
#> s_008um_00122_00239-1 113.12536 55.99427
#> s_008um_00125_00234-1 91.20546 51.22176
#> s_008um_00124_00223-1 147.50322 134.09751
#> s_008um_00131_00230-1 68.81442 73.75202
#> s_008um_00133_00224-1 106.72789 124.18593
#> s_008um_00114_00235-1 s_008um_00125_00241-1
#> s_008um_00110_00228-1 64.49440 158.78405
#> s_008um_00122_00239-1 71.54809 28.84214
#> s_008um_00125_00234-1 88.35374 55.99703
#> s_008um_00124_00223-1 124.95377 144.21460
#> s_008um_00131_00230-1 141.74575 100.23252
#> s_008um_00133_00224-1 175.61888 150.29607
#> s_008um_00113_00228-1 s_008um_00112_00222-1
#> s_008um_00110_00228-1 23.99755 50.59327
#> s_008um_00122_00239-1 113.69414 157.77565
#> s_008um_00125_00234-1 107.32217 141.52456
#> s_008um_00124_00223-1 96.65467 96.32314
#> s_008um_00131_00230-1 144.87178 164.90976
#> s_008um_00133_00224-1 163.15176 168.74340
#> s_008um_00126_00219-1 s_008um_00134_00219-1
#> s_008um_00110_00228-1 146.84614 205.03528
#> s_008um_00122_00239-1 163.15921 186.57678
#> s_008um_00125_00234-1 120.25994 139.93263
#> s_008um_00124_00223-1 35.77463 86.15397
#> s_008um_00131_00230-1 96.65919 91.20859
#> s_008um_00133_00224-1 68.81337 40.78984
#> s_008um_00129_00224-1 s_008um_00129_00247-1
#> s_008um_00110_00228-1 155.31583 214.94575
#> s_008um_00122_00239-1 132.41452 85.03558
#> s_008um_00125_00234-1 86.15701 108.80606
#> s_008um_00124_00223-1 40.78824 196.11237
#> s_008um_00131_00230-1 50.59383 136.93029
#> s_008um_00133_00224-1 31.99676 186.75118
#> s_008um_00130_00242-1 s_008um_00128_00248-1
#> s_008um_00110_00228-1 195.28979 215.24379
#> s_008um_00122_00239-1 68.34586 86.52803
#> s_008um_00125_00234-1 75.46742 114.53664
#> s_008um_00124_00223-1 159.39061 202.53344
#> s_008um_00131_00230-1 96.32749 145.97792
#> s_008um_00133_00224-1 145.97801 196.11094
#> s_008um_00135_00236-1 s_008um_00121_00247-1
#> s_008um_00110_00228-1 209.97114 175.62590
#> s_008um_00122_00239-1 106.72225 64.49441
#> s_008um_00125_00234-1 81.57643 108.80493
#> s_008um_00124_00223-1 136.22637 193.48337
#> s_008um_00131_00230-1 57.68539 157.77302
#> s_008um_00133_00224-1 97.31927 207.52324
#> s_008um_00130_00241-1 s_008um_00116_00234-1
#> s_008um_00110_00228-1 190.81468 67.87763
#> s_008um_00122_00239-1 65.96342 62.47744
#> s_008um_00125_00234-1 68.81441 71.99264
#> s_008um_00124_00223-1 151.78143 108.80325
#> s_008um_00131_00230-1 88.35804 124.18057
#> s_008um_00133_00224-1 138.09353 157.76935
#> s_008um_00109_00228-1 s_008um_00120_00245-1
#> s_008um_00110_00228-1 7.999182 157.77558
#> s_008um_00122_00239-1 136.225224 50.59320
#> s_008um_00125_00234-1 136.691769 96.65773
#> s_008um_00124_00223-1 126.478142 178.87513
#> s_008um_00131_00230-1 176.708123 148.79685
#> s_008um_00133_00224-1 194.628269 197.57069
#> s_008um_00127_00248-1 s_008um_00121_00235-1
#> s_008um_00110_00228-1 209.97690 104.29895
#> s_008um_00122_00239-1 82.36032 32.98314
#> s_008um_00125_00234-1 113.13123 32.98143
#> s_008um_00124_00223-1 201.42450 98.94864
#> s_008um_00131_00230-1 147.50396 89.43383
#> s_008um_00133_00224-1 197.89720 130.21908
#> s_008um_00136_00247-1 s_008um_00130_00236-1
#> s_008um_00110_00228-1 257.6002 172.30995
#> s_008um_00122_00239-1 128.9855 68.34505
#> s_008um_00125_00234-1 136.2263 43.07749
#> s_008um_00124_00223-1 214.6506 114.53638
#> s_008um_00131_00230-1 141.7530 48.65934
#> s_008um_00133_00224-1 185.5491 98.94866
#> s_008um_00137_00229-1 s_008um_00122_00233-1
#> s_008um_00110_00228-1 216.12625 103.99083
#> s_008um_00122_00239-1 144.20833 47.99746
#> s_008um_00125_00234-1 103.98951 25.29590
#> s_008um_00124_00223-1 114.53272 81.57961
#> s_008um_00131_00230-1 48.65708 75.88689
#> s_008um_00133_00224-1 51.22179 113.69105
#> s_008um_00137_00241-1 s_008um_00132_00228-1
#> s_008um_00110_00228-1 239.7127 175.98207
#> s_008um_00122_00239-1 121.0500 118.91856
#> s_008um_00125_00234-1 111.1305 73.74973
#> s_008um_00124_00223-1 177.6180 75.46585
#> s_008um_00131_00230-1 100.2341 17.88731
#> s_008um_00133_00224-1 139.7069 32.98290
#> s_008um_00126_00230-1 s_008um_00129_00220-1
#> s_008um_00110_00228-1 128.98336 164.90760
#> s_008um_00122_00239-1 78.78552 161.97727
#> s_008um_00125_00234-1 32.98287 116.47470
#> s_008um_00124_00223-1 58.23791 46.64313
#> s_008um_00131_00230-1 39.99593 81.58021
#> s_008um_00133_00224-1 73.74976 45.25178
#> s_008um_00108_00224-1 s_008um_00115_00223-1
#> s_008um_00110_00228-1 35.77513 56.56365
#> s_008um_00122_00239-1 164.13538 139.70649
#> s_008um_00125_00234-1 157.77186 118.92075
#> s_008um_00124_00223-1 128.23657 71.99268
#> s_008um_00131_00230-1 190.13991 139.70183
#> s_008um_00133_00224-1 199.97966 144.20757
#> s_008um_00130_00231-1 s_008um_00127_00236-1
#> s_008um_00110_00228-1 161.77410 150.29343
#> s_008um_00122_00239-1 90.50183 46.64308
#> s_008um_00125_00234-1 46.64310 22.62587
#> s_008um_00124_00223-1 79.99510 106.72789
#> s_008um_00131_00230-1 11.31274 57.68443
#> s_008um_00133_00224-1 60.92215 107.32382
#> s_008um_00132_00241-1 s_008um_00115_00224-1
#> s_008um_00110_00228-1 204.41429 51.22029
#> s_008um_00122_00239-1 81.57641 132.41637
#> s_008um_00125_00234-1 79.19054 113.12940
#> s_008um_00124_00223-1 157.57323 72.43561
#> s_008um_00131_00230-1 88.35833 136.69181
#> s_008um_00133_00224-1 136.22778 143.98537
#> s_008um_00112_00225-1 s_008um_00116_00224-1
#> s_008um_00110_00228-1 28.84221 57.68332
#> s_008um_00122_00239-1 137.62887 129.23710
#> s_008um_00125_00234-1 126.48133 107.62196
#> s_008um_00124_00223-1 97.31413 64.49141
#> s_008um_00131_00230-1 157.16027 129.23250
#> s_008um_00133_00224-1 168.17314 135.98618
#> s_008um_00121_00245-1 s_008um_00121_00225-1
#> s_008um_00110_00228-1 161.97808 91.20461
#> s_008um_00122_00239-1 48.65928 112.27956
#> s_008um_00125_00234-1 93.63152 78.78663
#> s_008um_00124_00223-1 177.61885 28.84168
#> s_008um_00131_00230-1 144.21100 89.43516
#> s_008um_00133_00224-1 193.48011 96.32286
#> s_008um_00133_00238-1 s_008um_00121_00242-1
#> s_008um_00110_00228-1 200.62142 142.42702
#> s_008um_00122_00239-1 88.35375 25.29661
#> s_008um_00125_00234-1 71.54810 71.54914
#> s_008um_00124_00223-1 139.93481 153.87435
#> s_008um_00131_00230-1 65.96631 124.95374
#> s_008um_00133_00224-1 111.99414 173.05328
#> s_008um_00120_00228-1 s_008um_00120_00239-1
#> s_008um_00110_00228-1 79.99183 118.92071
#> s_008um_00122_00239-1 89.43815 15.99836
#> s_008um_00125_00234-1 62.47802 56.56363
#> s_008um_00124_00223-1 51.22088 131.93150
#> s_008um_00131_00230-1 89.43404 113.69099
#> s_008um_00133_00224-1 108.80062 158.78234
#> s_008um_00132_00237-1 s_008um_00120_00232-1
#> s_008um_00110_00228-1 190.14099 86.15498
#> s_008um_00122_00239-1 81.57584 58.23786
#> s_008um_00125_00234-1 60.92084 43.07749
#> s_008um_00124_00223-1 128.98881 78.78557
#> s_008um_00131_00230-1 56.56565 89.43346
#> s_008um_00133_00224-1 104.30161 122.10295
#> s_008um_00119_00243-1 s_008um_00131_00243-1
#> s_008um_00110_00228-1 139.93476 206.43995
#> s_008um_00122_00239-1 39.99680 78.78397
#> s_008um_00125_00234-1 86.52658 86.52806
#> s_008um_00124_00223-1 164.91434 169.50809
#> s_008um_00131_00230-1 141.52245 103.99450
#> s_008um_00133_00224-1 188.79191 152.83138
#> s_008um_00125_00242-1 s_008um_00125_00224-1
#> s_008um_00110_00228-1 164.1348 124.18058
#> s_008um_00122_00239-1 33.9388 122.36938
#> s_008um_00125_00234-1 63.9966 79.99582
#> s_008um_00124_00223-1 152.2025 11.31294
#> s_008um_00131_00230-1 107.3238 67.87765
#> s_008um_00133_00224-1 157.5711 63.99351
#> s_008um_00121_00233-1 s_008um_00106_00238-1
#> s_008um_00110_00228-1 96.65599 86.15692
#> s_008um_00122_00239-1 48.65960 128.23677
#> s_008um_00125_00234-1 32.98172 155.31573
#> s_008um_00124_00223-1 83.51733 187.42892
#> s_008um_00131_00230-1 83.51386 209.96883
#> s_008um_00133_00224-1 119.98889 243.28638
#> s_008um_00119_00234-1 s_008um_00136_00241-1
#> s_008um_00110_00228-1 86.52645 232.53133
#> s_008um_00122_00239-1 46.64491 113.12592
#> s_008um_00125_00234-1 47.99510 104.29893
#> s_008um_00124_00223-1 96.65782 173.05619
#> s_008um_00131_00230-1 101.18251 96.65911
#> s_008um_00133_00224-1 137.62432 138.09439
#> s_008um_00116_00218-1 s_008um_00117_00227-1
#> s_008um_00110_00228-1 93.28838 56.56268
#> s_008um_00122_00239-1 174.71370 103.99444
#> s_008um_00125_00234-1 146.85223 85.03510
#> s_008um_00124_00223-1 75.46587 64.49178
#> s_008um_00131_00230-1 153.66372 114.53158
#> s_008um_00133_00224-1 144.20904 130.21712
#> s_008um_00136_00236-1 s_008um_00124_00220-1
#> s_008um_00110_00228-1 217.60338 128.98354
#> s_008um_00122_00239-1 114.53070 152.83141
#> s_008um_00125_00234-1 89.43403 112.27962
#> s_008um_00124_00223-1 141.52511 23.99876
#> s_008um_00131_00230-1 62.47801 97.64661
#> s_008um_00133_00224-1 98.94950 78.78405
#> s_008um_00124_00219-1 s_008um_00118_00241-1
#> s_008um_00110_00228-1 133.13380 122.10760
#> s_008um_00122_00239-1 160.78923 35.77351
#> s_008um_00125_00234-1 120.26023 79.18907
#> s_008um_00124_00223-1 31.99835 151.77975
#> s_008um_00131_00230-1 104.30119 136.22274
#> s_008um_00133_00224-1 82.35829 181.35744
#> s_008um_00132_00218-1 s_008um_00132_00240-1
#> s_008um_00110_00228-1 193.30940 200.46277
#> s_008um_00122_00239-1 186.06253 80.39097
#> s_008um_00125_00234-1 139.70470 73.75102
#> s_008um_00124_00223-1 75.46465 150.29817
#> s_008um_00131_00230-1 96.32760 80.39487
#> s_008um_00133_00224-1 48.65967 128.24286
#> s_008um_00125_00218-1 s_008um_00107_00222-1
#> s_008um_00110_00228-1 144.20836 53.6627
#> s_008um_00122_00239-1 169.69616 181.3608
#> s_008um_00125_00234-1 127.99335 173.0529
#> s_008um_00124_00223-1 40.78984 136.2214
#> s_008um_00131_00230-1 107.32541 202.3673
#> s_008um_00133_00224-1 79.99402 208.5936
#> s_008um_00126_00224-1 s_008um_00137_00240-1
#> s_008um_00110_00228-1 131.92575 236.35199
#> s_008um_00122_00239-1 124.18590 120.25426
#> s_008um_00125_00234-1 80.39462 107.32214
#> s_008um_00124_00223-1 17.88704 171.19687
#> s_008um_00131_00230-1 62.47803 93.28984
#> s_008um_00133_00224-1 55.99432 131.93264
#> s_008um_00133_00223-1 s_008um_00125_00222-1
#> s_008um_00110_00228-1 188.278183 129.23085
#> s_008um_00122_00239-1 155.319982 138.09353
#> s_008um_00125_00234-1 108.803292 95.99499
#> s_008um_00124_00223-1 71.992698 11.31274
#> s_008um_00131_00230-1 58.237363 79.99511
#> s_008um_00133_00224-1 7.999587 65.96347
#> s_008um_00123_00240-1 s_008um_00134_00225-1
#> s_008um_00110_00228-1 141.52451 193.47420
#> s_008um_00122_00239-1 11.31293 147.50056
#> s_008um_00125_00234-1 50.59323 101.81462
#> s_008um_00124_00223-1 136.22777 81.57647
#> s_008um_00131_00230-1 102.44170 46.64421
#> s_008um_00133_00224-1 150.93245 11.31294
#> s_008um_00108_00242-1 s_008um_00116_00221-1
#> s_008um_00110_00228-1 113.1307 73.75028
#> s_008um_00122_00239-1 114.5306 151.78146
#> s_008um_00125_00234-1 150.2912 126.48356
#> s_008um_00124_00223-1 198.6995 65.96346
#> s_008um_00131_00230-1 207.5173 139.93158
#> s_008um_00133_00224-1 246.4236 138.08803
#> s_008um_00123_00237-1 s_008um_00130_00229-1
#> s_008um_00110_00228-1 126.48131 160.18371
#> s_008um_00122_00239-1 17.88728 102.44170
#> s_008um_00125_00234-1 28.84220 56.56366
#> s_008um_00124_00223-1 112.27929 67.87765
#> s_008um_00131_00230-1 85.03355 11.31294
#> s_008um_00133_00224-1 131.19933 46.64421
#> s_008um_00129_00221-1 s_008um_00112_00221-1
#> s_008um_00110_00228-1 161.97117 58.23734
#> s_008um_00122_00239-1 154.49562 164.72081
#> s_008um_00125_00234-1 108.80508 147.06824
#> s_008um_00124_00223-1 43.07698 97.31473
#> s_008um_00131_00230-1 73.75264 168.17598
#> s_008um_00133_00224-1 39.99701 169.68899
#> s_008um_00129_00223-1 s_008um_00135_00238-1
#> s_008um_00110_00228-1 157.15885 215.38744
#> s_008um_00122_00239-1 139.70462 104.29647
#> s_008um_00125_00234-1 93.63163 86.15497
#> s_008um_00124_00223-1 39.99594 148.79952
#> s_008um_00131_00230-1 58.23791 71.55022
#> s_008um_00133_00224-1 32.98174 113.13134
#> s_008um_00132_00226-1 s_008um_00123_00228-1
#> s_008um_00110_00228-1 176.70756 103.98939
#> s_008um_00122_00239-1 131.19930 88.35805
#> s_008um_00125_00234-1 85.03413 50.59382
#> s_008um_00124_00223-1 68.34592 40.78982
#> s_008um_00131_00230-1 32.98289 65.96345
#> s_008um_00133_00224-1 17.88731 86.15394Part VI: Save the SpatialNiche files
saveRDS(bcsHD, 'bcsHD.rds')
saveRDS(PeripheryBCs, 'PeripheryBCs.rds')
saveRDS(PeripheryGCs, 'PeripheryGCs.rds')sessionInfo()
#> R version 4.4.0 (2024-04-24 ucrt)
#> Platform: x86_64-w64-mingw32/x64
#> Running under: Windows 11 x64 (build 22631)
#>
#> Matrix products: default
#>
#>
#> locale:
#> [1] LC_COLLATE=English_United States.utf8
#> [2] LC_CTYPE=English_United States.utf8
#> [3] LC_MONETARY=English_United States.utf8
#> [4] LC_NUMERIC=C
#> [5] LC_TIME=English_United States.utf8
#>
#> time zone: America/New_York
#> tzcode source: internal
#>
#> attached base packages:
#> [1] stats graphics grDevices utils datasets methods base
#>
#> other attached packages:
#> [1] Seurat_5.2.1 SeuratObject_5.0.2 sp_2.2-0 scattermore_1.2
#> [5] dplyr_1.1.4 ggplot2_3.5.2 SpatialNiche_0.1.0
#>
#> loaded via a namespace (and not attached):
#> [1] deldir_2.0-4 pbapply_1.7-2 gridExtra_2.3
#> [4] rlang_1.1.5 magrittr_2.0.3 RcppAnnoy_0.0.22
#> [7] spatstat.geom_3.3-6 matrixStats_1.5.0 ggridges_0.5.6
#> [10] compiler_4.4.0 reshape2_1.4.4 png_0.1-8
#> [13] vctrs_0.6.5 stringr_1.5.1 pkgconfig_2.0.3
#> [16] fastmap_1.2.0 labeling_0.4.3 utf8_1.2.6
#> [19] promises_1.3.2 rmarkdown_2.29 tzdb_0.5.0
#> [22] purrr_1.0.4 bit_4.6.0 xfun_0.52
#> [25] cachem_1.1.0 jsonlite_2.0.0 goftest_1.2-3
#> [28] later_1.4.1 spatstat.utils_3.1-3 jpeg_0.1-11
#> [31] tiff_0.1-12 irlba_2.3.5.1 parallel_4.4.0
#> [34] cluster_2.1.8.1 R6_2.6.1 ica_1.0-3
#> [37] spatstat.data_3.1-6 stringi_1.8.7 bslib_0.9.0
#> [40] RColorBrewer_1.1-3 reticulate_1.42.0 spatstat.univar_3.1-2
#> [43] parallelly_1.43.0 lmtest_0.9-40 jquerylib_0.1.4
#> [46] Rcpp_1.0.14 assertthat_0.2.1 knitr_1.50
#> [49] tensor_1.5 future.apply_1.11.3 zoo_1.8-13
#> [52] sctransform_0.4.1 httpuv_1.6.15 Matrix_1.7-3
#> [55] splines_4.4.0 igraph_2.1.4 tidyselect_1.2.1
#> [58] abind_1.4-8 rstudioapi_0.17.1 dichromat_2.0-0.1
#> [61] yaml_2.3.10 spatstat.random_3.3-3 spatstat.explore_3.4-2
#> [64] codetools_0.2-20 miniUI_0.1.2 listenv_0.9.1
#> [67] plyr_1.8.9 lattice_0.22-7 tibble_3.2.1
#> [70] shiny_1.10.0 withr_3.0.2 ROCR_1.0-11
#> [73] evaluate_1.0.3 Rtsne_0.17 future_1.40.0
#> [76] fastDummies_1.7.5 survival_3.8-3 polyclip_1.10-7
#> [79] fitdistrplus_1.2-2 pillar_1.10.2 KernSmooth_2.23-26
#> [82] plotly_4.10.4 generics_0.1.4 RcppHNSW_0.6.0
#> [85] scales_1.4.0 globals_0.17.0 xtable_1.8-4
#> [88] glue_1.8.0 lazyeval_0.2.2 tools_4.4.0
#> [91] data.table_1.17.0 RSpectra_0.16-2 RANN_2.6.2
#> [94] bmp_0.3 dotCall64_1.2 cowplot_1.1.3
#> [97] grid_4.4.0 tidyr_1.3.1 colorspace_2.1-1
#> [100] readbitmap_0.1.5 nlme_3.1-168 patchwork_1.3.0
#> [103] cli_3.6.4 spatstat.sparse_3.1-0 spam_2.11-1
#> [106] viridisLite_0.4.2 arrow_19.0.1 uwot_0.2.3
#> [109] gtable_0.3.6 sass_0.4.10 digest_0.6.37
#> [112] progressr_0.15.1 ggrepel_0.9.6 rjson_0.2.23
#> [115] htmlwidgets_1.6.4 farver_2.1.2 htmltools_0.5.8.1
#> [118] lifecycle_1.0.4 httr_1.4.7 mime_0.13
#> [121] bit64_4.6.0-1 MASS_7.3-65